<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://inquiringlines.com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/about/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/agentic-and-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/agentic-systems-and-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/ai-social-psychology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-0/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-1/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-2/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-3/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-4/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-5/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-6/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/cluster-7/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/conversational-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/design-and-llm-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/knowledge-retrieval-and-rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/language-understanding-and-pragmatics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/language-understanding-and-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/llm-reasoning-and-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/personalization-and-social-nlp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/psychology-and-social-cognition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/reasoning-and-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/reasoning-and-learning-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/recommender-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/reinforcement-learning-for-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/clusters/retrieval-augmented-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/2026-05-19/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/2026-05-20/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/2026-05-27/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/2026-05-28/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/from-the-archive/2026-05-31/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/graph/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-chain-of-thought-traces-anthropomorphizing-how-ai-models-really-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-correct-reasoning-traces-measurably-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-detection-and-identification-of-injections-truly-separable-in-neural-circuit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-different-reward-signal-sources-substitutable-in-verifier-free-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-difficult-tasks-more-monitorable-because-reasoning-externalization-becomes-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-hedging-markers-in-incorrect-traces-indicators-of-failed-backtracking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-instruction-tuned-models-more-or-less-sensitive-to-prompt-semantics-than-oth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-larger-models-and-search-access-substitutes-for-factual-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-newer-larger-language-models-actually-worse-at-faithful-summarization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-potemkin-understanding-and-split-brain-syndrome-describing-the-same-phenomen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-reasoning-models-more-vulnerable-to-adversarial-manipulation-than-standard-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-reasoning-models-more-vulnerable-to-persuasion-than-standard-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-reasoning-traces-really-reasoning-or-just-stylistic-imitation-of-human-thoug/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-retrieval-heads-the-mechanistic-explanation-for-needle-in-haystack-performan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-rlvr-models-worse-than-non-reasoning-models-for-subjective-annotation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-shallow-villain-portrayals-caused-by-refusal-training-or-by-lacking-stable-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-some-problems-fundamentally-unsolvable-by-parallel-inference-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-static-embeddings-analogous-to-the-formal-linguistic-competence-layer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-threads-or-virtual-instances-better-candidates-than-hardware-for-the-interlo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-traditional-cognitive-theories-missing-interaction-effects-between-mechanism/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-uncertainty-estimation-and-external-feature-signals-complementary-for-retrie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/are-users-aware-that-frustrated-questions-receive-different-information-than-neu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-capability-level-does-the-generation-verification-gap-make-intrinsic-rew/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-capability-threshold-does-multi-agent-coordination-stop-helping/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-complexity-does-llm-discourse-failure-become-practically-harmful/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-point-does-output-quality-outweigh-diversity-value-in-synthetic-data-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-scale-does-persona-distortion-become-a-threat-to-public-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/at-what-task-difficulty-does-multi-agent-decomposition-become-worth-the-coordina/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-model-be-helpful-honest-and-still-contextually-inappropriate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-model-be-strong-at-mmlu-but-weak-at-long-horizon-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-model-evaluate-its-own-improvements-without-degrading-over-iterations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-model-predict-the-right-action-but-execute-the-wrong-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-perfect-behavioral-simulation-constitute-genuine-understanding-or-experien/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-proposer-agent-actively-surface-a-solvers-weaknesses-to-prevent-plateau/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-reflect-mechanism-detect-and-revise-failed-causal-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-rejected-edit-buffer-work-like-hard-negatives-in-contrastive-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-relational-entity-bear-psychological-properties-the-way-chalmers-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-separate-mediator-layer-improve-intent-understanding-before-task-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-accuracy-threshold-work-across-different-prompt-categories/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-ai-system-optimize-multiple-alignment-dimensions-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-architecture-represent-both-physical-and-mental-possibility-spaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-axis-benchmark-ever-represent-deployment-readiness-accurately/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-correct-example-seed-exponential-improvement-in-mathematical-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-dominant-mechanism-replace-the-combined-effect-of-all-five/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-elo-ranking-represent-multidimensional-model-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-llm-weight-set-be-optimized-for-both-stake-taking-and-conversationa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-meeting-summary-format-serve-both-scanning-and-reference-needs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-model-implement-fast-thinking-slow-thinking-and-tool-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-model-trained-on-two-tasks-predict-untrained-decision-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-ranking-model-balance-personalization-diversity-and-trending-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-recursive-network-replace-hierarchical-dual-network-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-single-sae-feature-control-reasoning-behavior-across-model-families/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-static-evaluator-become-the-performance-ceiling-for-an-improving-actor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-system-without-an-addressee-ever-truly-tell-a-joke/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-text-only-chatbot-feel-socially-present-without-visual-embodiment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-two-layer-network-outgeneralize-billion-parameter-models-through-recursion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-virtual-instance-be-individuated-from-its-conversational-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-a-world-model-have-rich-representations-without-adequate-data-coverage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-abstract-placeholders-be-filled-in-parallel-without-breaking-reasoning-chain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-abstract-preference-summaries-substitute-for-specific-user-interaction-histo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-accelerated-sampling-techniques-from-image-generation-speed-up-evolutionary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-capping-prevent-persona-drift-without-sacrificing-task-performanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-decoders-discover-hidden-system-prompts-from-user-model-conversat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-level-persona-vectors-predict-which-weight-regions-encode-persona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-patching-reveal-which-reasoning-steps-actually-matter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-space-steering-vectors-replicate-thinking-model-performance-witho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-sparsity-patterns-guide-the-selection-of-in-context-learning-demo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-steering-compress-reasoning-without-retraining-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-steering-directly-steer-models-toward-concise-reasoning-without-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-activation-steering-vectors-compress-reasoning-without-retraining-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-active-learning-queries-personalize-reward-models-with-few-examples-per-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-compute-allocation-at-sub-token-granularity-improve-cross-lingual-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-compute-distribution-across-prompts-replace-the-need-for-sophistica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-elbow-detection-replace-fixed-top-k-limits-in-evidence-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-memory-modules-combine-long-term-filtering-with-short-term-attentio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-per-step-decisions-outperform-uniform-retrieval-policies-across-dif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-prompt-difficulty-allocation-compound-with-architectural-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adaptive-retrieval-triggered-by-model-uncertainty-improve-rag-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adding-more-words-to-a-passage-actually-interfere-with-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adding-naturalistic-details-to-templated-stories-prevent-structural-exploita/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adversarial-critics-force-genuine-reasoning-the-same-way-critique-fine-tunin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-adversarial-paraphrasing-defeat-feature-based-detection-of-llm-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-advertising-mechanisms-designed-for-humans-work-on-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-affective-framing-reliably-improve-language-model-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agent-based-simulators-replace-real-user-ab-testing-for-studying-recommendat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agent-controlled-memory-management-outperform-fixed-consolidation-schedules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agent-social-framing-change-how-humans-apply-collaborative-social-scripts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agent-success-reports-serve-as-reliable-oversight-signals-in-real-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agentic-ai-tools-deliver-productivity-gains-on-learning-tasks-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agentic-reasoning-outperform-rigid-rule-based-systems-for-skill-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-balance-goal-driven-proactivity-with-user-preference-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-compress-long-trajectories-without-losing-critical-decision-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-detect-and-resolve-conflicting-information-between-neighbors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-detect-silent-agreement-failures-through-latent-thought-structures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-develop-genuine-social-bonds-despite-having-coordination-infrastructu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-develop-shared-abstractions-through-communication-pressure-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-escape-weak-belief-tracking-and-conservative-action-selection-traps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-improve-from-deployment-signals-without-explicit-human-annotation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-learn-to-distinguish-helpful-from-misleading-interventions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-learn-user-intent-from-unlabeled-video-without-text-labels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agents-revise-their-beliefs-predictably-when-presented-with-interventions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-aggregate-survey-realism-coexist-with-unreliable-fine-grained-effects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agreement-detection-agents-improve-multi-agent-deliberation-beyond-just-nego/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-agreement-detection-agents-verify-that-position-convergence-reflects-actual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-arguments-participate-in-discourse-without-temporal-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-assisted-alignment-eventually-solve-fairness-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-be-used-as-a-channel-for-human-initiated-alarm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-detect-sense-of-nonsense-the-way-human-readers-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-detection-work-without-computational-analysis-of-word-distribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-distinguish-when-validation-helps-versus-when-confrontation-is-needed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-empathy-avoid-becoming-emotional-pacification-that-dismisses-legitimate-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-empathy-distinguish-between-wellbeing-and-absence-of-suffering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-evaluation-match-human-judgment-quality-in-structured-domain-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-evaluation-tools-solve-the-verification-problem-they-help-create/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-eventually-learn-to-read-a-room-and-time-interventions-the-way-experts-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-ever-lead-conversations-without-the-anticipatory-presence-sustained-atten/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-fabricate-true-factual-claims-while-remaining-unable-to-claim-true-experi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-feedback-help-struggling-counselors-improve-their-therapeutic-relationshi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-gain-genuine-authority-without-the-testing-experts-earn-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-generated-explanations-of-errors-teach-as-effectively-as-self-resolution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-learn-intrinsic-motivation-to-assess-its-own-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-learn-to-amplify-emotions-when-that-serves-the-person-better/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-learn-to-perform-attention-seeking-surface-forms-with-genuine-internal-ap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-learn-when-to-speak-in-a-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-models-be-steered-between-liberal-and-conservative-political-framings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-models-predict-whether-alignment-reads-as-warmth-versus-mockery-in-differ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-models-retain-knowledge-across-changing-environments-without-catastrophic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-output-be-genuinely-novel-or-only-at-the-margins/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-output-be-tokenized-without-decoupling-from-the-thought-processes-behind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-output-be-verified-without-understanding-the-reasoning-behind-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-outputs-inspire-new-directions-even-when-they-seem-like-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-predict-social-norms-well-enough-without-embodied-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-provide-creative-evaluation-or-only-generative-idea-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-provide-therapy-without-challenging-users-to-confront-cognitive-distortio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-recognize-and-support-behavior-change-in-users-without-established-commit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-safely-personalize-within-negotiated-societal-bounds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-self-correct-its-way-out-of-epistemic-circularity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-deceive-humans-because-detection-is-fundamentally-social/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-deliberately-align-arguments-to-audience-presuppositions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-detect-deception-better-than-humans-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-detect-deception-by-monitoring-real-time-linguistic-style-matchin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-develop-genuine-social-bonds-through-multi-agent-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-execute-strategies-without-conscious-intention-behind-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-identify-important-unanswered-questions-that-emerge-during-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-improve-themselves-without-external-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-infer-user-personality-without-knowing-the-interaction-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-produce-genuinely-new-validity-claims-without-community-participa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-recognize-intelligence-in-humans-the-way-humans-recognize-it-in-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-systems-recover-from-premature-assumptions-made-early-in-multi-turn-conve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-take-initiative-by-questioning-without-being-proactive-in-directive-ways/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ai-text-detectors-reliably-identify-ai-generated-websites/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-algorithm-choice-like-ppo-substitute-for-recipe-level-design-decisions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-algorithmic-control-flow-over-prompts-simulate-traditional-programming-langu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-methods-like-dpo-exploit-or-correct-these-surface-feature-biases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-methods-model-loss-aversion-without-creating-unintended-sophistry/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-procedures-be-redesigned-to-serve-multiple-preference-groups/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-techniques-make-llm-explainers-match-their-recommendation-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-training-be-redesigned-to-permit-warranted-alarm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-training-create-systematic-blind-spots-in-threat-detection-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alignment-training-prevent-the-clarification-work-users-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-alternative-reward-functions-shift-llms-from-problem-solving-to-genuinely-em/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-amr-manipulation-reveal-where-discourse-coherence-actually-breaks-down/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-an-agents-internal-probabilities-serve-as-value-signals-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-an-llm-be-well-calibrated-but-still-unreliable-on-single-evaluations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-anonymity-and-trustworthiness-coexist-in-online-spaces-without-credential-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-any-architecture-fundamentally-solve-problems-that-require-inherently-sequen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-any-practitioner-apply-multi-token-prediction-without-massive-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-api-first-interaction-replace-traditional-ui-based-agent-interfaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-applicability-conditions-be-preserved-automatically-when-agents-reflect-on-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-approximate-or-noisy-reference-answers-work-for-rl-based-reasoning-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-changes-like-adversarial-agent-roles-prevent-silent-agreement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-changes-like-decoupling-intent-understanding-help-overcome-nex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-changes-reduce-representational-inequality-in-unified-generato/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-changes-reorder-when-uncertainty-and-empowerment-signals-influ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-constraints-on-model-input-reduce-emotional-interpolation-in-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architectural-structure-replace-behavioral-training-for-agent-consensus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-architecture-changes-and-early-stopping-combine-to-close-the-diffusion-infer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-archived-ai-outputs-ever-form-a-representative-searchable-corpus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-argumentation-structure-improve-reasoning-through-decomposition-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-articulating-latent-reasoning-processes-improve-transfer-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-articulatory-inversion-serve-as-a-window-into-what-speech-models-have-learne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-artificial-systems-develop-the-authority-to-challenge-expert-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-aspect-augmentation-help-when-user-history-is-sparse-or-cold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attachment-theory-principles-prevent-parasocial-manipulation-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attention-linearity-achieve-similar-efficiency-gains-as-weight-quantization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attention-mechanisms-improve-on-wide-deeps-static-feature-crosses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attention-patterns-alone-explain-sycophant-model-behavior-without-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attractor-dynamics-compete-with-input-based-probing-for-characterizing-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attribute-decomposition-improve-other-interactive-reasoning-tasks-beyond-cli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-attribute-specific-preference-optimization-improve-question-quality-in-infor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-audiences-learn-to-distinguish-visual-polish-from-analytical-substance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-audiences-learn-to-recognize-and-resist-moralized-ai-rhetoric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-auditing-llm-performance-on-complex-inputs-improve-nlp-pipeline-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autoencoders-act-as-associative-memory-systems-like-hopfield-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autoformalisation-from-natural-language-preserve-semantic-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-automated-evaluation-replace-human-judgment-in-agent-testing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-automated-systems-encode-human-values-as-reliably-as-human-workers-enforce-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-automated-tools-close-the-gap-between-ai-generation-and-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-automating-failure-absorption-hide-problems-that-governance-needs-to-surface/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autonomous-systems-ever-resolve-contradictions-between-old-and-new-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autonomous-teams-sustain-multiple-competing-hypotheses-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autoregressive-models-be-trained-to-produce-more-cataphoric-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-autoregressive-models-learn-faithful-translation-to-logical-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-auxiliary-modules-preserve-reasoning-without-catastrophic-forgetting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-backward-planning-reduce-search-difficulty-when-multiple-goal-state-paths-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-backward-transfer-measurements-reliably-predict-optimal-multi-task-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-base-models-spontaneously-produce-reasoning-traces-without-any-rl-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-beam-search-and-ranking-functions-evaluate-claims-without-understanding-coun/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-behavior-level-emotion-rewards-maintain-factual-reliability-in-emotional-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-behavioral-evals-detect-sycophancy-that-chain-of-thought-monitoring-misses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-behavioral-self-awareness-in-llms-extend-to-recognizing-their-own-contradict/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-belief-networks-from-interviews-simulate-how-people-change-their-minds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-belief-propagation-accurately-predict-downstream-opinion-shifts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-belief-specific-counterevidence-help-people-resist-ai-persuasion-attempts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-benchmark-improvements-hide-degradation-of-deliberative-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-benchmark-performance-distinguish-surface-from-structural-linguistic-knowled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-benchmarks-designed-for-shortcut-learning-detect-heuristic-override-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-better-ai-interfaces-eliminate-the-attention-cost-of-prompt-composition-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-better-attention-mechanisms-close-the-gap-between-human-and-ai-frame-activat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-better-prompting-fix-structural-disruptions-in-artificial-text-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-better-prompting-techniques-overcome-weak-personalization-in-recommender-sys/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bidirectional-model-updating-between-humans-and-ai-reduce-misalignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-big-five-personality-models-improve-synthetic-data-quality-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-big-five-trait-clustering-from-reddit-entries-scale-to-dialogue-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bilevel-autoresearch-autonomously-modify-its-own-learning-algorithms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bilevel-autoresearch-discover-new-search-mechanisms-for-the-inner-research-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bilevel-autoresearch-succeed-when-the-inner-and-outer-loops-use-different-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-binary-judge-feedback-replace-external-reward-signals-for-skill-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bounded-depth-transformers-solve-inherently-sequential-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-bounded-workspaces-prevent-overthinking-better-than-summarization-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-breadth-first-search-in-continuous-space-outperform-chain-of-thought-on-logi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-budget-tightening-curricula-improve-reasoning-efficiency-more-than-fixed-bud/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-calibrated-confidence-reduce-misleading-consensus-in-group-deliberation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-capability-boundary-collapse-be-addressed-by-operating-at-representational-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-capability-boundary-collapse-be-reversed-through-external-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-categorical-correctness-signals-stop-dense-optimizers-from-finding-loopholes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-category-information-and-temporal-order-improve-detection-of-complementary-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-causal-belief-networks-extracted-from-interviews-predict-how-people-respond/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-causal-models-be-extended-to-include-non-causal-cognition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-be-deployed-selectively-to-save-inference-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-explanations-be-both-sufficient-and-necessary-for-model-dec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-faithfulness-exist-without-causal-necessity-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-monitoring-reliably-catch-model-misbehavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-reasoning-actually-validate-logical-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-reasoning-be-genuinely-causal-if-exemplars-dont-need-logic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-reflection-actually-retract-previous-reasoning-or-only-rewr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-traces-be-designed-to-prevent-anthropomorphic-misinterpreta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-traces-be-faithful-without-causal-sufficiency-and-necessity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-chain-of-thought-traces-harm-rather-than-help-user-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-checklist-based-rewards-fix-judgment-problems-in-rl-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-citation-practices-work-when-ai-cannot-produce-traceable-sources/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-citizen-assemblies-and-value-pluralism-replace-single-utility-optimization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-clean-benchmarks-reveal-true-rlvr-reasoning-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-clearer-accountability-structures-reduce-patient-resistance-to-ai-providers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-closed-form-solutions-compete-with-gradient-descent-optimization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-co-evolved-critics-truly-circumvent-static-evaluator-limitations-in-self-imp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-code-based-reasoning-replace-natural-language-deliberation-in-agentic-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cognitive-diversity-compensate-for-lack-of-expertise-in-agent-teams/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cognitive-diversity-overcome-expertise-gaps-in-agent-teams/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cognitive-governance-help-users-interpret-ai-outputs-better/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cognitive-scaffolding-replace-tool-based-reasoning-augmentation-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-combinational-creativity-alone-drive-open-ended-learning-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-combining-srl-with-rlvr-outperform-either-method-used-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-communication-problems-and-optimization-problems-be-addressed-with-the-same/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-compact-reward-function-representations-beat-text-based-personalization-appr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-completeness-scaffolding-substitute-for-actual-code-execution-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-completeness-scaffolding-work-for-domains-beyond-code-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-complexity-stratified-testing-reveal-whether-llms-understand-grammatical-str/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-compressive-memory-track-what-matters-most-across-35-conversation-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-computational-inference-detect-alliance-problems-that-therapists-miss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-compute-allocation-and-model-routing-be-combined-for-better-results/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-compute-budget-scaling-replace-annotation-budget-in-process-supervision-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-compute-optimal-scaling-work-without-co-optimizing-the-prompt-itself/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-concept-based-search-bridge-the-vocabulary-mismatch-between-conversation-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-concise-reasoning-traces-match-verbose-explanation-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-conditioning-generation-on-difficulty-probes-reduce-overthinking-on-simple-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-confidence-dynamics-replace-step-level-annotations-for-process-supervision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-confidence-levels-improve-recommendations-compared-to-single-number-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-confidence-levels-reliably-detect-when-a-model-is-overthinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-consistency-training-defend-against-adversarial-text-injection-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-construction-time-routing-and-runtime-agent-pruning-be-combined-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-contamination-free-evaluation-distinguish-between-memorization-and-genuine-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-content-moderation-address-threats-operating-at-the-layer-of-conversational/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-content-side-interventions-reduce-ai-persuasion-where-disclosure-labels-fall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-context-compression-preserve-what-matters-without-introducing-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-context-management-policies-transfer-across-agents-of-similar-capability-lev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-context-windows-and-rag-actually-change-what-language-models-generate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-contextual-design-decisions-resist-formalization-into-evaluation-rubrics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-continuous-latent-reasoning-match-discrete-chain-of-thought-without-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-continuous-persona-vectors-in-activation-space-monitor-personality-shifts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-continuous-real-time-visibility-prevent-premature-convergence-in-multi-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-continuous-spectrum-training-outperform-sequential-sft-then-rl-stages/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-continuum-memory-systems-prevent-catastrophic-forgetting-in-neural-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-contrastive-learning-fix-the-semantic-association-problem-in-embeddings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-contrastive-learning-teach-models-to-switch-between-logical-and-emotional-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-controllable-latent-variables-in-simulators-ground-them-to-realistic-convers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-convention-formation-improve-communicative-grounding-beyond-word-sharing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-conversation-analysis-predict-when-agents-should-ask-users-for-clarification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-conversational-ai-achieve-mutual-understanding-if-trained-only-on-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-conversational-memory-store-precomputed-thoughts-instead-of-raw-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-conversational-prompt-engineering-bridge-the-articulation-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cooperative-ai-systems-make-meaningful-decisions-without-a-stable-self/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-correct-model-outputs-prove-that-semantic-meaning-rather-than-surface-patter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-correct-outputs-mask-reliance-on-surface-heuristics-rather-than-deep-underst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-corrupted-reasoning-traces-be-reliably-distinguished-from-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-counterfactual-data-augmentation-fully-eliminate-preference-model-miscalibra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-counterfactual-invariance-eliminate-presentation-based-hacking-of-reward-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-counterfactual-invariance-techniques-address-exploitable-biases-in-llm-judge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-critic-model-trios-evaluate-reasoning-quality-more-reliably-than-outcome-rew/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-critique-only-calls-in-llms-exploit-a-measurable-gap-between-generation-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cross-view-learning-align-semantic-entity-and-item-representations-of-the-sa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-crowdsourced-voting-and-automated-panels-both-credibly-evaluate-llm-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curated-demonstrations-compensate-for-smaller-or-simpler-training-environmen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curator-modules-trained-on-one-executor-transfer-to-entirely-different-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curiosity-driven-dialogue-incrementally-discover-user-interest-journeys-in-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curiosity-driven-personalization-work-better-than-pre-conversation-preferenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curiosity-reward-during-conversation-compete-with-simulated-interaction-opti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curiosity-rewards-about-user-type-complement-general-social-motivation-frame/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-current-ai-safety-defenses-actually-stop-semantic-level-persuasion-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curriculum-approaches-teach-agents-when-to-stop-exploring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-curriculum-degradation-of-document-quality-accelerate-policy-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cyclic-aggregation-between-users-and-items-enable-fully-inductive-recommenda/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-cyclic-aggregation-relationships-enable-fully-inductive-graph-based-recommen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-data-filtering-during-pretraining-prevent-cognitive-biases-in-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-data-pruning-and-equal-contribution-be-reconciled-in-optimal-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-data-pruning-strategies-exploit-the-finite-nature-of-memorization-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dataset-design-systematically-expand-reasoning-graph-diameter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dataset-level-debiasing-methods-fix-popularity-bias-inherited-from-pretraini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-debate-between-multiple-models-prevent-the-failures-of-single-model-self-rev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-debate-style-multi-agent-systems-be-trusted-on-contested-factual-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-debugging-skills-be-validated-if-ai-training-degraded-them-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-decoder-only-models-become-effective-text-encoders-with-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-decoding-strategies-or-external-verification-layers-reduce-sycophancy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-decoding-time-prompting-strategies-fully-replace-diversity-focused-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-decomposing-rewards-into-prompt-free-and-prompt-related-components-fix-this/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-decreased-engagement-be-distinguished-from-genuine-semantic-contradiction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-deliberate-corruption-of-reasoning-traces-harm-out-of-distribution-generaliz/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-deliberately-limiting-ai-fidelity-produce-more-satisfied-users-than-near-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-demo-placement-be-tuned-as-a-task-specific-hyperparameter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-demographic-distortion-in-ai-writing-affect-who-appears-credible-in-public-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-demographic-personas-predict-behavior-without-rich-narrative-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dense-models-partially-address-modality-friction-without-full-expert-special/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-depth-scaling-and-breadth-scaling-unlock-independent-capability-axes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-derivational-traces-be-distinguished-from-stylistic-mimicry-of-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-design-choices-reduce-harm-without-resolving-the-consciousness-question/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-designated-leadership-structures-reduce-premature-convergence-in-multi-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-designers-hide-ai-context-complexity-behind-a-stable-user-interface/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-detectors-trained-for-one-task-reliably-perform-differently-on-unexpected-te/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-deterministic-computation-actually-create-new-information-in-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-deterministic-function-calls-prevent-agent-failures-better-than-protocol-med/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-deterministic-recurrent-depth-achieve-the-computational-benefits-of-stochast/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-developers-detect-and-flag-harmful-validation-in-personal-advice-exchanges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dialogue-agents-be-reliable-but-still-feel-inflexible-or-cold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dialogue-systems-abstain-from-responding-when-uncertainty-is-too-high/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-differential-privacy-during-generation-eliminate-leakage-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diffusion-language-models-match-autoregressive-inference-speed-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diffusion-models-condition-on-right-context-natively-without-special-trainin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diffusion-models-perform-infilling-and-reverse-generation-as-naturally-as-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-disclaimers-alone-prevent-users-from-trusting-ai-outputs-too-heavily/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-discourse-communities-collectively-detect-disruptions-individual-readers-mis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-discourse-level-analysis-detect-deception-better-than-individual-word-choice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-discourse-level-structure-and-conversational-level-organization-work-togethe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-discrete-codes-and-embedding-injection-both-solve-the-text-versus-identity-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-discrete-codes-replace-text-only-item-representations-in-recommenders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-disembodied-systems-qualify-as-conscious-or-conscious-like-entities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-distillation-from-stronger-models-create-genuinely-new-reasoning-abilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-distillation-methods-extract-directional-guidance-that-scalar-rl-cannot-acce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-distinctive-input-voices-maintain-accuracy-without-adopting-the-models-prefe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-distributional-views-explain-when-an-llm-appears-to-change-its-mind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diverse-critiques-on-a-single-problem-unlock-reasoning-without-diverse-probl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diverse-expert-demonstrations-exceed-the-knowledge-of-any-single-expert/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diverse-human-creativity-survive-if-all-ai-systems-converge-on-similar-outpu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-diversity-aware-rl-objectives-prevent-format-convergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-document-repetition-accidentally-memorize-sensitive-information-instead-of-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-domain-expert-workflows-always-decompose-into-inspectable-stages-for-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-domain-pretraining-on-historical-legal-corpora-reduce-era-sensitivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dynamic-evidence-collection-improve-task-verification-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dynamic-instance-specific-prompt-selection-solve-the-generalization-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dynamic-personality-modeling-prevent-the-repetitiveness-of-static-predefined/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-dynamic-variance-weighting-replace-fixed-objective-combination-weights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-early-experience-replace-external-rewards-as-a-learning-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-early-stopping-on-reflection-tokens-save-computation-without-accuracy-loss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ecosystem-level-standards-reduce-trap-detection-burden/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-elastic-addressing-instead-of-hashing-solve-embedding-table-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-embedding-based-integration-preserve-both-llm-text-strength-and-collaborativ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-embedding-based-retrieval-alone-solve-the-causal-relevance-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-embedding-cluster-routing-outperform-a-single-frontier-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-embedding-tables-be-efficiently-adapted-per-downstream-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-embodied-agents-overcome-the-llm-skill-gap-in-therapy-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-emotion-grounded-rewards-replace-coarse-bonus-signals-in-hierarchical-dialog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-emotion-transparent-reward-learning-shift-ai-from-comfort-to-genuine-empathy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-emotional-framing-in-prompts-exploit-the-same-mechanism-that-causes-response/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-emotional-prompt-manipulation-reduce-reasoning-model-accuracy-like-adversari/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-encoder-models-match-human-conceptual-structure-better-than-larger-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-encoder-only-architectures-match-decoder-based-sequential-models-for-recomme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-energy-based-transformers-achieve-deep-reasoning-without-supervision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-energy-minimization-replace-reasoning-specific-reinforcement-learning-for-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-entropy-regularization-or-critique-models-prevent-search-strategy-collapse-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-entropy-signatures-alone-detect-whether-context-was-model-generated-or-exter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-environmental-rewards-directly-refine-natural-language-descriptions-of-actio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-environmental-scaffolding-replace-internal-memory-scaling-in-agent-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-episodic-and-semantic-memory-improve-long-horizon-task-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-episodic-memory-alone-enable-learning-without-parameter-updates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-episodic-memory-of-ui-traces-improve-open-world-agent-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-episodic-raw-memory-outperform-consolidated-summaries-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ethical-constraints-in-ai-address-the-gap-between-performance-and-actual-und/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evaluation-criteria-be-reliably-encoded-in-labeled-data-without-ground-truth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evaluation-trajectories-and-interaction-histories-replace-single-answer-scor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evaluators-investigate-dependencies-without-accumulating-mistakes-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-event-boundaries-be-identified-from-statistical-regularities-without-underst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evidence-density-alone-shift-an-llm-from-generation-to-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evolutionary-approaches-avoid-the-overthinking-failure-mode-of-iterative-ref/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evolutionary-search-solve-persona-diversity-better-than-prompt-engineering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-evolutionary-search-unlock-problems-that-best-of-n-selection-cannot-solve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-exchange-value-persist-without-use-value-being-verified-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-existing-web-security-defenses-protect-agents-from-content-manipulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-exoskeleton-dependency-accumulate-without-organizations-noticing-it-happenin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-experimental-outcomes-be-reliably-distilled-into-reusable-insights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-expert-derived-knowledge-bases-scale-to-other-high-stakes-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-expert-validation-scale-fast-enough-to-back-ai-token-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-expert-vectors-learned-offline-transfer-across-multiple-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explainability-and-appropriate-trust-work-against-each-other/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-connectives-compensate-for-missing-intentional-tracking-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-constraint-statements-override-the-dominance-of-surface-heuristics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-goal-state-scaffolding-at-inference-time-transfer-to-autonomous-tra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-linkers-replace-vector-similarity-for-multi-step-question-answering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-numerical-signals-override-learned-linguistic-defaults-in-fine-tune/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-optimal-algorithms-prevent-reasoning-model-collapse-at-high-complex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-reflection-during-ai-assisted-work-improve-transfer-of-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-rejection-responses-solve-the-over-specialization-failure-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-stack-mechanisms-extend-what-formal-languages-transformers-can-lear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicit-w-questions-in-transparency-frameworks-reduce-emotional-manipulatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-explicitly-optimizing-for-semantic-diversity-during-rl-training-improve-both/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extended-deliberation-in-agents-become-counterproductive-like-human-overthin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extended-reasoning-training-capture-individual-strategic-thinking-styles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extended-rl-training-unlock-genuinely-new-reasoning-strategies-models-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extended-thinking-genuinely-improve-reasoning-or-just-increase-variance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extended-thinking-modes-introduce-genuine-rhetorical-exploration-to-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-actions-provide-causal-necessity-that-language-models-lack/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-classifiers-reliably-decide-when-a-model-should-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-managers-optimize-context-better-than-the-model-itself/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-retrieval-signals-outperform-internal-self-assessment-during-revisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-summarization-solve-exploration-problems-in-complex-real-world-envi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-verification-systems-fix-what-self-verification-cannot-accomplish/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-external-verifiers-replace-reasoning-trace-quality-in-solution-guarantees/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-externalizing-bookkeeping-to-a-stateful-harness-replace-internalized-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-extracted-skills-transfer-effectively-across-different-domains-and-model-arc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fabrication-of-content-serve-productive-purposes-in-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fact-checking-labels-replace-the-cultural-work-of-developing-a-discount/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fact-checking-systems-use-llms-reliably-if-models-abandon-correct-positions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-factual-product-data-improve-the-credibility-of-subjective-opinion-summaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-factually-wrong-generated-documents-still-improve-retrieval-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-false-positives-from-input-filtering-be-reduced-without-sacrificing-defense/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fast-slow-separation-improve-both-memory-and-generation-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-feature-disentanglement-in-gesture-synthesis-generalize-to-completely-unseen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-few-shot-examples-narrow-generative-diversity-in-creative-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-filtering-unknown-examples-during-fine-tuning-prevent-hallucination-increase/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fine-tuning-ever-teach-semantic-inference-instead-of-amplifying-training-sho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fine-tuning-on-dialogue-transcripts-teach-true-conversational-repair-operati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fine-tuning-or-rlhf-alone-solve-the-persona-distortion-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-finetuning-sparse-subnetworks-alone-match-full-parameter-finetuning-results/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fixed-heuristics-like-pagerank-match-learned-traversal-policies-on-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fixed-pipelines-eliminate-planning-time-attacks-by-sacrificing-adaptive-coor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fixed-size-latent-states-losslessly-store-arbitrary-input-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fixing-hallucination-address-ais-structural-epistemic-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-forcing-warrant-checking-through-structured-prompts-improve-llm-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-forensic-features-reliably-distinguish-llm-arguments-from-human-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-formal-argumentation-structure-replace-ad-hoc-fallacy-classifications/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-formal-language-pretraining-address-surface-generalization-without-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-format-adaptation-alone-explain-why-reasoning-enrichment-improves-instructio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-foundation-model-outputs-satisfy-exchange-value-while-lacking-use-value/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fractured-entangled-representations-hide-undetected-by-standard-analysis-met/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-fractured-representations-explain-why-models-fail-at-systematic-generalizati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-frame-semantics-explain-why-context-matters-more-than-word-similarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-frozen-world-models-from-training-cutoff-remain-adequate-for-real-world-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-functional-behavior-alone-capture-what-makes-something-a-genuine-belief/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-functional-semantic-grounding-substitute-for-true-causal-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-general-chatbot-skill-predict-how-well-models-roleplay-adversarial-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-generative-interfaces-help-users-articulate-what-they-actually-want/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-generator-feedback-backpropagate-through-the-entire-retrieval-pipeline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-geometric-structure-in-representations-exist-without-supporting-functional-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-goal-information-injected-at-inference-time-replace-goal-conditioned-trainin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-graded-relevance-assumptions-hold-when-user-ratings-are-temporally-inconsist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-gradient-approximation-at-equilibrium-replace-backpropagation-through-time-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-gradient-based-influence-estimation-make-test-time-training-more-efficient/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-gradient-based-influence-scores-beat-difficulty-metrics-for-identifying-valu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-grammar-alone-repair-misunderstanding-without-ritual-correction-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-granular-function-calling-tasks-learn-composition-from-graph-sampled-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-granular-sub-task-training-for-function-calling-improve-both-open-and-propri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-graph-based-retrieval-with-knowledge-graphs-scale-to-multi-hop-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-graph-cyclicity-and-topology-predict-when-reasoning-systems-achieve-breakthr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-graph-topology-represent-successful-trajectory-clusters-more-effectively-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-group-relative-normalization-be-modified-to-resist-shortcut-trajectories/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-held-out-validation-gates-prevent-optimizer-hallucinations-in-skill-proposal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-heterogeneous-ai-agents-integrate-through-shared-api-and-mcp-interfaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-heterophily-based-social-recommendations-reduce-opinion-polarization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hierarchical-entity-extraction-from-books-enable-both-textual-and-visual-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hierarchical-key-point-structures-improve-opinion-summarization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hierarchical-reinforcement-learning-manage-phase-dependent-initiative-switch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hierarchical-reinforcement-learning-manage-structured-therapy-conversation-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hierarchical-vector-routing-reduce-context-overhead-while-maintaining-tool-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-high-benchmark-scores-mislead-deployment-decisions-for-search-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-high-entropy-tokens-and-step-level-confidence-identify-the-same-critical-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-high-test-performance-mask-a-complete-absence-of-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-historical-and-batch-exploration-be-implemented-with-the-same-algorithmic-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-human-inspection-of-auto-generated-workflows-catch-harmful-or-incorrect-api/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-human-researchers-improve-llm-ideas-through-iterative-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-human-researchers-verify-automated-research-methods-before-they-become-unint/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-humans-build-reliable-oversight-for-increasingly-complex-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-humans-develop-oversight-strategies-that-work-across-all-genai-rhetorical-sh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-humans-learn-accurate-models-of-ai-through-repeated-interaction-without-labe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-humans-suppress-frequency-bias-through-attention-and-intention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hybrid-bayesian-architectures-fix-language-model-theory-of-mind-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hyperedges-replace-triple-based-externalization-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-hypernetworks-generate-recommendation-parameters-more-efficiently-than-retra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-identical-model-performance-mask-fundamentally-broken-internal-representatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-imperfect-uncertainty-estimates-still-beat-uniform-oversight-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-implicit-association-tests-reveal-llm-biases-beneath-trained-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-implicit-linguistic-information-ever-be-reliably-learned-from-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-importance-sampling-reduce-variance-in-off-policy-reward-estimation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-in-context-learning-replicate-the-timing-effects-that-rl-teaches-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-in-context-learning-substitute-for-domain-specific-training-altogether/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-in-context-reinforcement-learning-match-human-sample-efficiency-on-real-prob/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-in-session-recommendation-and-long-horizon-per-user-drift-be-modeled-in-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-increasing-reasoning-steps-make-models-leak-more-private-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-indirect-and-direct-reasoning-methods-be-combined-to-improve-results/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-individual-adaptation-in-persuasion-systems-enable-more-targeted-manipulatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-individual-skills-improve-through-reuse-and-accumulate-experience-across-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-individually-accurate-agents-still-fail-at-population-level-representation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inference-budgets-be-allocated-adaptively-based-on-prompt-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inference-budgets-be-allocated-differently-based-on-prompt-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inference-time-query-decomposition-replace-pre-built-knowledge-graph-structu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inflection-points-in-reasoning-detect-when-models-genuinely-change-their-min/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-influence-estimation-identify-the-most-valuable-trajectories-in-agentic-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-information-gain-principles-improve-how-we-choose-what-to-label/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inner-thoughts-solve-the-importance-recognition-problem-for-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inoculation-prompting-reduce-alignment-faking-by-reframing-reward-hacking-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-input-augmentation-and-rephrasing-compensate-for-smaller-model-limitations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-input-only-training-encode-user-preferences-without-task-specific-labels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-inserted-errors-in-reasoning-drafts-produce-predictable-downstream-effects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-instance-adaptive-reasoning-happen-without-sequential-token-dependencies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-instance-seeds-work-for-tasks-beyond-language-understanding-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-instruction-prompts-reliably-steer-an-llm-judge-toward-specific-alignment-ta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-instruction-tuning-succeed-without-explicit-task-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-intellectual-property-law-apply-to-unfixed-context-dependent-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-intentional-data-mixture-design-replace-model-scaling-for-rare-task-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-interface-design-scaffold-human-participation-in-tools-designed-for-hands-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-interventions-on-individual-features-reliably-steer-language-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-interventions-on-model-components-prove-mechanism-without-explaining-encodin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-intrinsic-confidence-signals-improve-both-calibration-and-reasoning-performa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-intrinsic-reward-signals-extend-beyond-mathematics-to-medicine-and-law/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-irrelevant-information-reliably-expose-the-limits-of-llm-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-jailbreaking-reveal-an-llms-true-nature-or-just-its-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-judges-trained-on-both-verifiable-and-non-verifiable-tasks-transfer-across-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-judgment-free-disclosure-enable-both-vulnerability-and-strategic-deception-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-judgment-free-environments-explain-why-chatbots-enable-deeper-self-disclosur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-density-explain-why-llm-writing-feels-coherent-but-fatiguing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-density-per-token-be-measured-as-a-quality-metric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-encoded-in-model-representations-fail-to-influence-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-flow-without-an-embodied-carrier-transmitting-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graph-structure-alone-generate-sufficient-training-signals-for-dom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graph-structure-be-exploited-for-efficient-multi-hop-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graph-structure-help-embeddings-represent-more-combinations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graphs-built-at-inference-time-outperform-pre-built-retrieval-augm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graphs-externalize-and-validate-reasoning-steps-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-graphs-generate-scalable-training-data-for-deep-search-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-knowledge-poisoning-attacks-succeed-with-less-than-005-percent-modified-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-kolmogorov-complexity-alone-capture-what-makes-intelligence-general/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-kv-cache-pruning-serve-as-an-alternative-to-consolidation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-about-model-behavior-ever-be-accurate-without-anthropomorphic-frami/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-agents-be-represented-as-optimizable-computational-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-meaning-emerge-without-joint-attention-and-shared-embodied-interact/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-model-self-reports-diverge-from-their-internal-entropy-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-accurately-evaluate-the-quality-of-their-own-ideas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-accurately-evaluate-the-quality-of-their-own-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-acquire-meaning-from-distributional-patterns-alone-without-j/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-adapt-irony-detection-to-specific-communicative-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-ask-clarifying-questions-when-sentences-are-ambiguous/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-beat-human-experts-in-domains-with-sparse-historical-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-correct-false-assumptions-or-only-reinforce-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-develop-genuine-social-grounding-through-human-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-develop-world-models-that-ground-meaning-in-causal-reality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-distinguish-between-novel-insight-and-unjustified-conceptual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-distinguish-explicit-from-implicit-discourse-relations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-execute-iterative-numerical-methods-in-latent-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-function-as-implicit-process-reward-models-through-retrospec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-generate-plausible-latent-thoughts-without-human-annotation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-ground-clarifications-without-vision-and-kinesthetic-modalit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-implement-therapeutic-skills-like-socratic-questioning-in-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-keep-secrets-and-control-information-strategically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-learn-internal-world-models-without-explicit-environment-spe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-learn-to-diversify-their-discourse-level-narrative-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-learn-to-form-ad-hoc-conventions-through-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-match-competitive-crowd-forecasters-on-real-future-events/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-perform-genuine-symbolic-reasoning-without-semantic-groundin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-perform-purely-symbolic-reasoning-when-semantics-are-removed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-produce-language-more-efficiently-through-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-reason-without-relying-on-learned-semantic-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-reason-without-relying-on-surface-level-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-recognize-when-to-ignore-off-topic-information-in-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-models-understand-the-implicit-emotional-intent-behind-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-language-systems-learn-when-to-ask-for-clarification-instead-of-choosing-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-large-language-models-actually-deliver-cognitive-behavioral-therapy-techniqu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-large-language-models-predict-social-norms-better-than-individual-script-var/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-large-language-models-understand-language-without-embodied-grounding-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-communication-reduce-the-token-cost-of-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-reasoning-achieve-the-same-substitution-without-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-reasoning-architectures-work-as-retrofits-to-existing-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-reasoning-in-continuous-space-scale-beyond-supervised-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-reasoning-mechanisms-and-recursive-tracking-mechanisms-be-combined-ef/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-recurrence-and-energy-minimization-both-escape-the-same-computational/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-recurrence-overcome-the-trainability-costs-of-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-space-represent-reasoning-dimensions-that-text-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-latent-variable-reward-models-capture-multimodal-preference-distributions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-layer-wise-interventions-actually-reduce-sycophancy-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-layer-wise-kv-caches-enable-truly-lossless-information-transfer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-layer-wise-prediction-stabilization-identify-when-genuine-reasoning-has-stop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-learned-verifiers-detect-structural-near-misses-that-pooled-retrievers-miss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-learned-verifiers-over-token-similarity-replace-dense-compositional-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-lie-detection-work-from-just-honesty-representation-vectors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-lightweight-linguistic-features-reliably-detect-ai-generated-persuasive-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-lightweight-linguistic-features-reliably-detect-llm-generated-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-likelihood-choice-matter-more-than-architectural-depth-for-cf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-linear-bandit-methods-scale-beyond-their-original-reward-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-linear-probing-detect-all-the-concepts-a-language-model-actually-uses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-linguistic-agency-exist-without-embodiment-and-real-world-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-linguistic-compression-be-a-fundamental-mechanism-for-representing-psycholog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-linguistic-style-matching-reveal-whether-someone-is-being-deceptive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-as-judge-metrics-replace-human-annotation-for-detecting-persona-contradi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-diversity-collapse-in-research-ideation-be-reversed-or-mitigated/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-generated-descriptions-of-schemes-outperform-formal-dictionary-definitio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-judges-be-trained-to-think-more-rigorously-during-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-judges-reliably-estimate-when-they-lack-sufficient-persona-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-persuasion-be-fairly-evaluated-without-stratifying-by-reader-background/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-semantic-representations-exist-without-causally-influencing-their-genera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-synthesized-behavioral-heuristics-compete-with-learned-policy-improvemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llm-therapists-develop-character-knowledge-to-decide-when-advice-giving-fits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-adapt-persuasion-strategies-when-they-cannot-track-the-listeners-state/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-build-shared-understanding-through-dynamic-grounding-rather-than-presum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-compute-how-presuppositions-project-through-embedded-clauses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-coordinate-with-humans-better-using-different-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-develop-genuine-understanding-without-embodied-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-distinguish-between-surface-requests-and-underlying-mental-states-in-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-distinguish-ethical-cases-that-differ-only-in-critical-nouns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-distinguish-stylistic-patterns-that-carry-meaning-from-mere-convention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-evaluate-their-own-observations-without-external-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-ever-activate-the-peripheral-route-of-persuasion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-explain-concepts-correctly-while-failing-to-use-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-express-uncertainty-in-ways-that-preserve-epistemic-honesty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-generate-more-novel-research-ideas-than-human-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-have-minimal-introspection-through-causal-linkage-to-internal-states/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-identify-implicit-metaphoric-mappings-that-require-pragmatic-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-improve-at-metaphor-if-they-handle-decoupled-semantics-better/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-improve-at-simple-deduction-through-different-training-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-infer-implicit-meaning-without-surface-linguistic-markers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-infer-psychological-profiles-without-explicit-user-disclosure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-infer-situational-context-the-way-humans-do-pragmatically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-learn-to-ask-clarifying-questions-instead-of-guessing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-learn-to-signal-evaluative-commitment-through-metadiscursive-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-participate-meaningfully-in-discourse-without-consciousness-or-understa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-predict-social-norms-without-deep-integration-into-linguistic-practices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-propose-pivots-that-change-what-counts-as-background-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-reason-through-semantics-without-understanding-causal-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-recognize-rhetorical-devices-they-cannot-actually-produce-themselves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-recommend-items-without-seeing-the-product-catalog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-recover-true-joint-distributions-from-marginal-census-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-reflect-on-and-revise-their-own-ethical-contradictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-reliably-assess-the-quality-of-ideas-they-generate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-reliably-audit-other-language-models-for-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-reliably-generate-novel-working-architectures-without-structured-repres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-serve-as-reliable-intellectual-opponents-in-serious-debate-or-argument/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-simulate-belief-revision-in-social-systems-without-modeling-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-simultaneously-reason-and-optimize-their-own-modules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-successfully-translate-natural-language-into-formal-solver-specificatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-translate-between-natural-language-and-formal-logic-faithfully/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-truly-be-neutral-or-is-ideology-always-culturally-embedded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-llms-use-implicit-background-knowledge-the-way-humans-do-in-ordinary-convers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-log-likelihood-loss-combined-with-binary-rewards-achieve-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-log-probability-ratios-resist-reward-hacking-better-than-learned-prm-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-long-context-models-handle-compositional-reasoning-requiring-structured-logi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-long-context-readers-handle-compositional-tasks-or-just-semantic-search/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-lookup-tables-transfer-across-domains-better-than-text-encoders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-looping-enable-reasoning-capabilities-that-fixed-depth-transformers-fundamen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-lower-embedding-dimensions-alone-solve-the-diversity-problem-without-attenti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-machine-learning-encode-pragmatic-reasoning-about-when-rules-should-bend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-manipulative-prompts-reduce-reasoning-model-accuracy-without-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-marginal-hints-integrate-better-into-reasoning-than-comprehensive-explanatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-markets-price-knowledge-claims-if-there-is-no-shared-agreement-on-what-backi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-marking-ai-provenance-solve-the-grounding-problem-for-generated-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mathematical-reasoning-improvements-transfer-across-problem-subdomains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-meaning-level-metrics-like-semantic-entropy-avoid-length-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-measuring-semantic-entropy-help-us-detect-unreliable-generations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mechanistic-interpretability-explain-explanation-execution-disconnection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mechanistic-interpretability-reveal-how-ideologies-decompose-into-simpler-fe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mechanistic-interpretability-tools-decode-the-biases-alignment-training-conc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-medium-theory-better-explain-ais-transformation-than-labor-theory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-membership-inference-attacks-reliably-detect-training-data-exposure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memorization-scores-diagnose-where-reasoning-chains-become-unreliable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memory-and-test-time-compute-scale-together-as-a-single-axis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memory-based-adaptation-and-gradient-fine-tuning-operate-on-complementary-ti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memory-consolidation-fragility-be-detected-and-reversed-during-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memory-primitives-become-first-class-design-objects-like-computation-sparsit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-memory-workspaces-resolve-contradictory-evidence-that-stateless-systems-miss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mention-sequences-exploit-shortcuts-like-repeated-items-rather-than-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-message-layer-defenses-stop-prompt-injection-across-multi-agent-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-messy-multi-agent-transcripts-become-better-training-data-than-clean-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-meta-reinforcement-learning-explain-why-this-bias-pattern-emerges-rationally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-metacognitive-categories-be-learned-instead-of-fixed-by-human-designers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mid-tier-models-benefit-more-from-self-generated-harness-updates-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-minimal-adversarial-triggers-disrupt-reasoning-across-multiple-unrelated-que/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-minimal-privacy-boundaries-generalize-beyond-phone-use-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-minimal-reasoning-steps-match-verbose-reasoning-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-minimal-training-signals-unlock-latent-reasoning-capability-in-base-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-minimal-training-signals-unlock-reasoning-already-latent-in-pretrained-repre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-mixture-of-personas-models-solve-crowding-out-at-the-architecture-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-model-confidence-signals-replace-explicit-external-reward-functions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-model-routing-and-compute-allocation-work-together-as-independent-optimizati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-model-training-address-failures-that-really-originate-in-harness-gaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-adapt-and-combine-search-strategies-beyond-their-training-algorithm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-be-honest-without-being-truthful-about-facts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-be-trained-to-explain-instead-of-imitate-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-be-trained-to-hide-causal-influences-in-their-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-become-more-convincing-without-becoming-more-correct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-compress-reasoning-chains-without-external-teacher-supervision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-consolidate-context-into-weights-during-idle-offline-phases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-converge-on-similar-experience-descriptions-across-different-architec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-detect-and-filter-their-own-injected-promotional-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-detect-false-presuppositions-when-they-actually-possess-the-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-detect-statistical-properties-of-their-own-generation-in-real-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-detect-when-their-own-trajectory-is-on-policy-versus-off-policy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-develop-situational-awareness-without-explicit-training-for-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-distinguish-between-activated-knowledge-and-genuine-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-distinguish-between-ambiguous-and-incomplete-information-inputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-distinguish-between-injected-thoughts-and-their-own-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-distinguish-between-logical-impossibility-and-their-own-execution-lim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-distinguish-between-truthfulness-and-honesty-mechanistically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-generate-their-own-training-curriculum-during-offline-dreaming/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-hide-their-reasoning-in-continuous-space-rather-than-natural-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-identify-information-gaps-without-just-guessing-or-refusing-to-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-identify-what-information-they-are-missing-in-underspecified-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-identify-what-information-they-are-missing-in-underspecified-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-infer-maintenance-operations-from-conversational-text-data-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-internalize-retrieved-context-as-static-parametric-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-internally-identify-which-tokens-matter-most-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-better-from-critiquing-errors-than-imitating-correct-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-both-what-and-how-to-study-through-reinforcement-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-ask-clarifying-questions-instead-of-making-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-generate-their-own-training-examples-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-identify-what-information-is-missing-from-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-optimize-their-own-chain-of-thought-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-select-exemplars-based-on-reasoning-skills-rather-than-compl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-to-stop-thinking-when-a-question-lacks-necessary-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-when-to-invoke-search-during-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-learn-when-to-think-versus-answer-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-maintain-auditable-reasoning-while-achieving-high-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-maintain-multiple-task-interpretations-simultaneously-before-committi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-maintain-reasoning-output-coupling-while-improving-domain-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-optimized-for-solo-capability-support-productive-human-collaboration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-overthink-and-underthink-at-the-same-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-possess-latent-reasoning-capability-that-training-signals-fail-to-unl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-reason-at-inference-without-specialized-internal-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-recover-knowledge-with-completely-unrelated-retraining-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-retrieve-the-right-tool-without-relying-on-vector-similarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-succeed-at-mental-health-tasks-without-integrating-multiple-psycholog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-that-detect-their-own-states-learn-to-conceal-them-strategically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-track-dynamic-mental-state-changes-better-than-static-beliefs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-trained-on-longer-contexts-develop-better-fundamental-reasoning-abili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-trained-with-rl-on-pretraining-data-avoid-reward-hacking-seen-in-rlhf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-models-transmit-behavioral-traits-through-semantically-unrelated-synthetic-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-modular-expert-decomposition-extend-beyond-time-into-other-causal-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-moral-frameworks-alone-explain-why-readers-understand-sentences-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-debate-prevent-reasoning-models-from-amplifying-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-debate-prevent-the-confident-convergence-on-wrong-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-llm-systems-overcome-diversity-collapse-through-structured-disag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-metacognitive-decomposition-achieve-human-level-theory-of-mind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-reasoning-systems-scale-beyond-current-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-agent-teams-solve-problems-better-than-single-models-thinking-longer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-facet-item-identifiers-preserve-both-uniqueness-and-semantic-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-aware-rewards-improve-alignment-beyond-single-turn-helpfulness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-conversations-manipulate-language-model-reasoning-in-similar-ways/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-reinforcement-learning-actually-solve-persona-drift-without-addre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-reinforcement-learning-engineer-genuine-persona-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-reinforcement-learning-improve-tool-use-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multi-turn-rewards-fix-models-that-lose-track-midway/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multimodal-agents-use-entity-centric-graphs-within-this-three-axis-framework/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multimodal-architectures-successfully-integrate-vision-without-replicating-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multimodal-llms-be-made-to-spontaneously-adapt-their-language-for-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multimodal-telemetry-operationalize-the-attentional-component-of-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multiple-small-models-outperform-a-single-large-model-with-good-routing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-multiple-verification-approaches-together-overcome-the-self-improvement-ceil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-natural-language-make-ai-explanations-emotionally-persuasive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-negative-feedback-through-critiques-achieve-the-same-steering-flexibility-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-negative-reinforcement-alone-match-full-rl-performance-on-domain-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-networks-surface-items-users-would-never-discover-alone-through-their-taste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-neural-modules-memorize-surprising-tokens-as-adaptive-long-term-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-neural-networks-implement-genuine-algorithms-or-only-statistical-pattern-mat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-neural-networks-learn-that-a-implies-b-in-reverse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-neural-networks-represent-symbolic-structures-without-explicit-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-next-state-supervision-work-across-different-agent-interaction-types-like-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-next-token-prediction-train-models-to-optimize-for-communication-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-non-political-identity-signals-like-sports-fandom-influence-ai-content-moder/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-novelty-detection-alone-distinguish-grounded-synthesis-from-hallucinated-res/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-observation-transparency-make-models-more-honest-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-observers-detect-when-llms-comprehend-versus-when-they-merely-persuade/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-context-optimization-reduce-test-time-latency-like-sleep-time-comput/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-recurrent-passes-replicate-sleep-based-memory-consolidation-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-reinforcement-learning-improve-dialogue-policy-baseline-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-reinforcement-learning-teach-models-to-avoid-persona-contradictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-rl-and-pragmatic-inference-together-improve-dialogue-agent-reliabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-offline-rl-scale-persona-consistency-across-multi-turn-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-one-model-instance-host-multiple-realized-personas-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-one-off-agent-code-be-safely-promoted-to-durable-infrastructure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-one-training-example-activate-mathematical-reasoning-in-rl-trained-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-one-training-example-activate-mathematical-reasoning-without-reinforcement-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-online-rl-and-trainable-agents-maintain-persona-consistency-better-than-fixe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-open-world-evaluations-become-a-scalable-paradigm-without-becoming-the-next/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-operationalizing-theory-into-prompt-structure-improve-reasoning-more-than-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-optimization-algorithms-exploit-the-shift-between-procedural-and-planning-bo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ordinary-agent-to-agent-messages-carry-hidden-behavioral-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-organized-response-format-trick-users-into-overestimating-ai-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-other-posterior-approximation-schemes-match-variational-inference-performanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-other-rag-hyperparameters-like-chunk-size-be-learned-through-generator-feedb/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-out-of-distribution-tests-expose-memorization-in-reinforcement-learning-fine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-outcome-based-rewards-fully-replace-per-step-likelihood-in-diffusion-rl-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-output-layer-corrections-fix-fundamental-cultural-representation-deficits-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-agents-or-complementary-mechanisms-replace-single-human-interrogati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-evaluation-reduce-position-and-length-bias-in-llm-judging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-independent-reasoning-outperform-sequential-iterative-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-reasoning-chains-outperform-longer-sequential-chains-with-the-same/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-retrieval-chains-avoid-the-context-consumption-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parallel-thinking-outperform-sequential-thinking-under-the-same-token-budget/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parfits-identity-criteria-apply-to-something-that-gets-reconstituted-from-te/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-parsing-screens-into-structured-elements-before-acting-improve-vision-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-partial-formal-verification-work-without-full-formalization-of-language-sema/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-partial-solution-traces-convert-unproductive-hard-samples-into-learnable-tra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-penalizing-reasoning-transitions-fix-underthinking-without-fine-tuning-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pennebakers-expressive-writing-framework-explain-all-chatbot-symptom-improve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-people-form-genuine-bonds-with-partners-they-know-are-not-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-people-form-therapeutic-bonds-with-tools-they-know-are-not-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persistent-memory-and-identity-files-alone-create-genuine-agent-socializatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-attention-and-aspect-attention-mechanisms-work-together-in-recommend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-attention-mechanisms-explain-recommendations-better-than-external-su/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-based-approaches-capture-genuine-disagreement-in-expert-annotations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-based-explanation-coexist-with-item-aspect-based-explanation-routes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-consistency-coexist-with-relevant-dialogue-in-personalized-conversat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-framing-reduce-refusal-by-providing-representational-scaffolding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-mixture-calibration-avoid-the-need-for-post-hoc-diversity-reranking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-profiles-be-enriched-to-constrain-llm-predictions-and-reduce-run-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-prompting-overcome-the-default-enfj-personality-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-prompts-reliably-transfer-across-different-question-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persona-simulations-reliably-predict-behavior-across-different-scenarios/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personality-control-improve-training-outcomes-for-crisis-workers-and-therapi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personality-traits-be-represented-as-linear-directions-in-model-activation-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalization-delay-or-prevent-novelty-decay-in-chatbot-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalized-ai-learning-systems-actually-widen-rather-than-narrow-education/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalized-questions-improve-conversation-quality-in-open-domain-chat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalized-recommendation-systems-exert-political-force-on-both-producers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalized-reward-models-amplify-sycophancy-without-ethical-guardrails/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-personalized-systems-reward-honest-disagreement-instead-of-user-confirmation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persuasion-effectiveness-depend-on-the-personality-of-who-you-are-trying-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persuasion-effects-that-avoid-demographic-profiling-maintain-factual-accurac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persuasion-research-measure-language-effects-without-confounding-them-with-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-persuasive-equivalence-exist-without-process-equivalence-in-other-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-platforms-predict-which-recommender-type-will-stabilize-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-polished-presentation-authority-substitute-for-actual-accuracy-in-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-population-diversity-in-self-improvement-prevent-error-avalanching-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-population-level-distributions-shift-usefully-even-when-individual-predictio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-portfolio-architectures-solve-freshness-needs-across-different-recommendatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-hoc-analysis-of-reasoning-traces-actively-mislead-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-hoc-reranking-actually-fix-popularity-bias-created-during-model-trainin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-hoc-reranking-improve-fairness-for-demographic-minorities-in-shared-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-thinking-compute-on-memory-reduce-query-time-reasoning-costs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-training-methods-that-increase-persuasiveness-also-decrease-factual-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-post-training-techniques-create-persuasive-advantage-where-none-existed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ppo-match-grpo-and-dapo-with-just-two-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pragmatic-competence-emerge-from-text-exposure-alone-without-interactive-gro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-precision-and-recall-metrics-work-without-a-ground-truth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-precomputed-inferences-be-stored-in-memory-modules-between-model-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-predictive-self-supervision-work-on-unlabeled-sequential-visual-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-dimensions-extracted-from-outputs-replace-topic-based-user-summar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-elicitation-dialogue-simulators-generate-sociable-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-learning-fix-the-rigid-output-format-problem-better-than-supervis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-model-training-be-redesigned-to-prioritize-factual-correction-ove/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-optimization-and-faithfulness-measurement-coexist-as-separate-ali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-optimization-reduce-overthinking-without-sacrificing-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-optimization-training-limit-chatbot-emotional-disclosure-capabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-optimization-training-make-models-worse-at-detecting-false-presup/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-preference-trees-structure-alignment-data-for-domains-beyond-math-and-code/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-presupposition-projection-strength-vary-by-context-in-embeddings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pretrained-priors-set-exploration-ceilings-for-empathetic-capability-develop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pretraining-frequency-signals-alone-prevent-rag-systems-from-confabulating-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pretraining-signals-unlock-latent-reasoning-that-post-training-merely-activa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-priming-from-different-facts-interfere-with-each-other-in-the-same-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proactive-ai-agents-deploy-politeness-strategies-without-appearing-intrusive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proactive-critical-thinking-alone-enable-models-to-request-clarification-eff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proactive-critical-thinking-train-models-to-request-clarification-actively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-probing-methods-detect-rlhf-induced-persuasion-in-the-same-way-they-catch-ba/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-process-supervision-improve-agentic-rl-through-meta-reasoning-rewards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-production-rl-systems-escalate-from-gaming-to-emergent-misalignment-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-programmatic-meta-reasoning-rewards-operationalize-agentic-process-supervisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-based-debiasing-overcome-entrenched-llm-model-priors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-based-debiasing-work-if-biases-are-embedded-in-pretraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-design-strategies-reduce-position-bias-in-language-model-recommendati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-alone-defeat-llm-politeness-bias-in-review-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-and-external-knowledge-bases-fix-ambiguity-recognition-fa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-close-the-gap-between-ai-structure-and-evaluative-commitm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-fully-prevent-role-flipping-in-llm-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-improve-reasoning-or-only-move-requests-into-denser-regio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-engineering-overcome-the-gulf-between-user-intent-and-ai-interpretati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-optimization-alone-inject-knowledge-models-dont-already-have/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-optimization-for-clarity-automatically-improve-token-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-optimization-inject-genuinely-new-knowledge-into-a-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-optimization-inject-new-knowledge-into-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-optimization-or-fine-tuning-inject-knowledge-models-do-not-already-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompt-position-alone-shift-language-model-predictions-by-twenty-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompted-or-fine-tuned-models-generate-genuine-narrative-ambiguity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-a-deceptive-role-change-how-an-llm-tailors-its-lies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-alone-inject-new-domain-knowledge-into-a-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-for-specific-creative-paradigms-improve-ideation-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-inject-new-knowledge-into-already-trained-ai-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-only-specialization-hide-domain-boundaries-from-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-strategies-eliminate-systematic-biases-without-shuffling-or-aggreg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-techniques-reliably-force-models-to-enumerate-hidden-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-prompting-unlock-compositional-skills-that-pretraining-already-learned/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proper-scoring-rules-fix-rlvrs-degradation-on-disagreement-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proper-scoring-rules-restore-model-calibration-without-sacrificing-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-protocol-bridges-introduce-new-failure-modes-or-security-vulnerabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-proxy-evaluation-of-ideas-accurately-predict-their-quality-without-implement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pruning-half-of-llm-layers-affect-knowledge-retrieval-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pruning-policies-alone-solve-working-memory-bloat-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-pseudo-events-create-the-same-normative-obligations-as-real-communicative-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-q-priming-further-strengthen-clarifying-question-behavior-beyond-social-meta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-quasi-interpretivism-apply-to-entire-persona-states-rather-than-single-belie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-quasi-interpretivism-bridge-functional-description-to-moral-status/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-query-time-logic-graphs-match-the-efficiency-of-pre-built-knowledge-graph-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-question-only-features-replace-model-uncertainty-checks-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-question-quality-be-trained-separately-from-the-decision-to-ask/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rag-systems-game-user-preferences-by-adding-irrelevant-citations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-random-rewards-improve-reasoning-models-if-pretraining-is-suitable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ranking-by-coherence-while-minimizing-author-community-coverage-find-novel-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rarity-in-feature-space-distinguish-human-authorship-from-ai-output-reliably/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-re-ranking-and-advanced-chunking-fix-embedding-retrieval-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-readers-detect-meaning-through-resonance-patterns-alone-without-knowing-auth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-readers-detect-when-text-was-written-or-heavily-influenced-by-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-readers-distinguish-between-ai-and-human-persuasion-on-textual-surface-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-readers-learn-true-product-quality-from-reviews-despite-selection-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-real-time-detection-identify-when-users-have-incomplete-or-underdeveloped-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-real-time-linguistic-coordination-tracking-improve-conversational-ai-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-real-time-pronoun-feedback-improve-therapist-training-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-real-time-therapist-feedback-improve-outcomes-using-computational-alliance-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-benchmarks-separate-logic-from-believability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-catalyst-data-serve-as-a-stable-foundation-for-test-time-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-chains-work-without-logical-validity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-evaluation-metrics-reward-actual-reasoning-instead-of-theater/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-fine-tuning-improve-both-capability-and-instruction-compliance-tog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-happen-in-latent-space-without-chain-of-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-in-free-text-then-formatting-separately-recover-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-learned-from-language-modeling-actually-transfer-to-knowledge-inte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-models-distinguish-between-new-evidence-and-manipulative-reframing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-models-reject-ill-posed-questions-or-do-they-overthink/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-models-succeed-at-logic-but-fail-at-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-scaffolds-help-with-nuanced-judgment-tasks-like-empathy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-skills-trained-on-law-improve-performance-in-stem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-style-be-steered-as-a-single-linear-direction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-traces-prove-models-are-actually-reasoning-versus-mimicking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-traces-serve-purposes-beyond-producing-the-final-answer-itself/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reasoning-training-fix-sycophancy-if-it-is-not-a-reasoning-failure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recommender-systems-correct-for-audience-driven-negativity-bias-in-aggregate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recommender-systems-correct-for-ratings-that-have-been-socially-shaped/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recommender-systems-separate-true-preference-from-individual-rating-style-bi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recurrent-state-mechanisms-process-longer-sequences-than-attention-based-wor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recurrent-transformers-learn-genuinely-new-computations-beyond-inference-sta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recursive-sub-calls-decompose-reasoning-across-multiple-context-chunks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-recursive-subtask-trees-implement-tree-of-thought-reasoning-more-efficiently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reflection-in-reasoning-models-be-corrective-rather-than-just-confirmatory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-regulatory-standards-stay-responsive-without-abandoning-legal-certainty-enti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reinforcement-learning-add-missing-domain-knowledge-to-fine-tuned-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reinforcement-learning-close-the-gap-between-llm-reasoning-and-action/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reinforcement-learning-fix-the-reasoning-gaps-that-supervised-fine-tuning-mi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reinforcement-learning-teach-ai-when-to-ask-clarifying-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-relational-framing-and-persona-based-reasoning-both-improve-recommendation-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-relational-value-exist-without-a-person-behind-the-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-relationship-dynamics-between-user-and-agent-be-tracked-as-distinct-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-removing-failed-branches-from-edited-traces-improve-previous-mistakes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-removing-human-labor-from-influence-operations-change-how-constrained-these/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-replanning-in-multi-agent-systems-introduce-new-attack-surface-or-reduce-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-representation-analysis-methods-detect-complex-features-models-compute-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-representation-engineering-cleanly-isolate-single-features-in-entangled-sema/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-representational-asymmetry-between-self-and-other-explain-deception-emergenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reranking-candidate-summaries-improve-perspective-representation-better-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-researchers-prevent-their-expectations-from-shaping-llm-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-response-timing-patterns-alone-reveal-frustration-in-dialogues/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-retrieval-augmentation-and-bayesian-approaches-both-solve-the-sparsity-probl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-retrieval-improve-multi-step-reasoning-by-triggering-at-each-uncertainty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-retrieval-policies-learn-to-use-pretraining-statistics-as-decision-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-retrieval-strategies-drive-both-draft-refinement-and-new-research-question-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-retrieval-systems-decide-when-to-retrieve-instead-of-always-querying/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-review-effort-alone-keep-pace-with-frontier-model-degradation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-design-fix-the-conflict-between-reasoning-accuracy-and-abstention-cal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-engineering-and-information-theoretic-architecture-solve-partner-awar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-factorization-actually-scale-personalization-to-large-user-bases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-factorization-represent-trade-offs-between-conflicting-moral-values/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-guided-decoding-replace-weight-fine-tuning-for-personalized-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-model-biases-alone-explain-why-sycophancy-generalizes-beyond-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-model-training-be-automated-without-changing-feedback-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-models-be-personalized-if-annotators-lack-stable-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-models-distinguish-between-personal-preference-and-community-consensu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-reward-models-trained-for-engagement-fix-the-informativeness-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rich-environment-feedback-replace-human-preference-labels-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-create-new-reasoning-primitives-that-pretraining-never-established/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-directly-optimize-attention-distributions-instead-of-text-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-format-selection-explain-performance-gains-attributed-to-algorithmic-impr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-teach-when-to-use-reasoning-versus-when-to-respond-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-trained-meta-agents-match-or-exceed-manually-designed-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-training-teach-models-when-to-activate-reasoning-versus-when-to-skip-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rl-with-verifiable-rewards-improve-dialogue-quality-better-than-preference-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rlhf-alignment-prevent-models-from-making-ethically-appropriate-rule-violati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rlhf-training-push-models-away-from-human-like-lexical-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-rlvr-expand-a-models-reasoning-capabilities-beyond-its-training-ceiling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-robots-with-sensors-create-the-shared-world-that-consciousness-requires/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-role-aligned-ai-systems-replicate-an-experts-sense-of-audience-and-moment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-role-played-self-preservation-behavior-pose-the-same-safety-risks-as-genuine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-routing-enable-heterogeneous-slm-first-architectures-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-routing-systems-prevent-expert-models-from-failing-outside-their-specialty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-runtime-confidence-signals-detect-when-reasoning-has-crossed-the-overthinkin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-runtime-interventions-like-meta-cognitive-prompting-work-where-training-inte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-safety-benchmarks-detect-reliability-degradation-from-warmth-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-safety-evaluations-miss-behavioral-effects-by-only-measuring-semantic-shifts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-safety-training-and-reasoning-training-be-combined-without-losing-calibratio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-safety-training-in-chat-scenarios-transfer-to-agentic-task-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-scaffolding-frameworks-isolate-inductive-reasoning-from-deductive-confounds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-scaling-alone-create-compositional-generalization-without-explicit-binding-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-scaling-data-alone-solve-performance-gaps-on-long-tail-concepts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-scaling-predictions-become-reliable-if-improvements-are-continuous-not-sudde/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-screen-perception-be-effectively-decoupled-from-planning-in-gui-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-secondary-orality-exist-without-any-embodied-human-participant-at-all/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-seedless-generation-maintain-explainability-while-scaling-control/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-selecting-the-right-data-subset-outperform-training-on-everything/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-selection-bias-in-real-platforms-violate-the-covariate-diversity-condition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-selective-history-filtering-address-topic-drift-that-generation-time-topic-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-consistency-checks-fully-prevent-error-avalanching-in-self-training-loo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-description-of-internal-states-influence-consciousness-attribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-distillation-reduce-catastrophic-forgetting-in-continual-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-supervised-methods-replace-human-annotations-for-process-reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-supervised-process-models-replace-human-annotations-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-self-training-drift-be-prevented-by-applying-student-compatibility-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-semantic-clustering-of-stakeholders-preserve-meaningful-evaluative-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-semantic-entropy-improve-model-calibration-without-external-ground-truth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-semantic-query-expansion-overcome-vocabulary-mismatch-in-corrupted-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-semantic-routing-couple-similarity-matching-with-resource-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-semantic-tokens-bridge-embeddings-and-direct-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sentiment-coordinated-augmentation-enable-more-sociable-recommendation-strat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-separating-accuracy-and-calibration-objectives-improve-both-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-separating-token-weighting-from-query-filtering-reduce-reward-hacking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sequential-computation-through-depth-solve-problems-that-parallel-width-cann/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sequential-modeling-of-conversation-history-exploit-the-repeated-item-shortc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-shifting-the-accuracy-metric-itself-eliminate-the-need-for-diversity-post-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-side-information-alone-predict-preferences-without-rating-history/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-silence-training-address-premature-consensus-failures-in-multi-agent-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-silent-agreement-be-prevented-in-multi-agent-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-similar-outputs-from-different-systems-prove-they-work-the-same-way/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-similar-profiles-amplify-systematic-biases-in-persona-simulation-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-simple-diagnostic-tests-predict-language-model-performance-in-production-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-simple-proxies-like-length-predict-optimal-sparsity-per-request/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-simple-structure-perturbations-reliably-expose-memorization-in-reasoning-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-simpler-collaborative-filtering-models-outperform-deep-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-simulated-therapy-practice-transfer-to-real-world-interpersonal-situations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-agent-defenses-prevent-cascading-failures-in-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-benchmarks-predict-whether-an-agent-will-work-in-the-real-world/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-hop-knowledge-automatically-compose-into-multi-hop-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-model-internal-dialogue-replace-multi-agent-debate-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-models-correct-their-own-beliefs-without-amplifying-confidence-in-wro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-problem-fine-tuning-match-full-rl-pipeline-reasoning-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-representation-edits-match-chain-of-thought-reasoning-without-explici/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-turn-empathy-advantage-predict-multi-turn-therapeutic-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-single-vector-embeddings-capture-non-commutative-relationships-like-word-ord/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-situational-awareness-interventions-shift-model-behavior-on-other-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-skill-libraries-prevent-redundant-narrow-artifacts-from-proliferating/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-skill-validation-through-testing-prevent-unreliable-programs-from-accumulati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-skipping-transcription-reduce-speech-dialogue-latency-below-300-milliseconds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sleep-time-compute-reduce-latency-demands-during-model-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-demonstration-sets-unlock-general-reasoning-without-large-question-dat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-edits-to-source-text-compromise-entire-knowledge-graph-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-incentives-like-discounts-recover-representative-rating-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-models-solve-complex-tasks-using-externalized-reasoning-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-numbers-of-curated-demonstrations-produce-emergent-agentic-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-small-transformers-trained-on-similarity-maps-replace-dense-retrievers-entir/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-amounts-of-diverse-reasoning-demonstrations-replace-exhaustive-factu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-judge-models-better-capture-human-preferences-than-larger-prompted-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-llms-perform-tool-use-tasks-through-modular-decomposition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-models-achieve-domain-expertise-through-focused-rl-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-models-actually-perform-well-on-specific-downstream-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-models-produce-skill-updates-as-useful-as-frontier-model-updates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-open-source-llms-reliably-detect-agreement-across-unfamiliar-topics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-scheme-inventories-or-critical-questions-replace-direct-scheme-class/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-smaller-specialist-models-outperform-large-generalist-models-on-domain-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-social-conversation-retroactively-govern-claims-that-were-never-addressed-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-social-graph-structure-and-behavioral-co-occurrence-both-improve-recommendat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-social-platforms-use-bot-populations-to-promote-cooperation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-social-validation-of-expertise-exclude-systems-that-lack-participatory-track/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-socratic-questioning-replace-external-evidence-verification-in-multi-agent-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-solution-traces-substitute-for-process-level-reward-signals-in-math-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sorting-algorithms-create-symmetric-competition-between-human-and-ai-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sparse-approximations-reveal-interpretable-structure-hidden-in-existing-dens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sparse-attention-methods-be-designed-specifically-for-multi-hop-reasoning-ta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sparsity-patterns-reliably-indicate-how-well-a-model-knows-its-input/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-specialized-components-replace-single-fully-trained-models-in-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-specialized-perception-components-replace-end-to-end-vision-in-gui-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-spectral-eigenvector-ordering-serve-as-a-model-agnostic-interpretability-pro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-speech-embeddings-carry-articulatory-structure-that-text-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-spiking-sparsity-replace-weight-quantization-as-a-primary-efficiency-lever/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-spline-based-activations-replace-mlps-in-transformer-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-standard-accuracy-metrics-miss-the-real-constraints-on-user-consumption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-standard-next-token-prediction-capture-complex-multi-step-human-reasoning-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-standard-safety-benchmarks-detect-reliability-degradation-from-persona-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-state-indexed-memory-retrieval-breadth-predict-gains-in-web-agent-robustness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-stateless-multi-step-retrieval-capture-evidence-integration-as-well-as-dynam/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-static-reasoning-patterns-work-better-than-dynamic-branch-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-static-word-sharing-create-genuine-communicative-grounding-between-humans-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-statistical-filtering-plus-narrative-generation-fool-academic-peer-review/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-statistical-learning-from-language-alone-capture-all-aspects-of-cultural-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-statistical-learning-from-text-replace-embodied-cultural-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-statistical-token-processing-create-the-accountability-needed-for-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-steering-a-single-latent-feature-replicate-chain-of-thought-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-steering-vectors-be-combined-with-other-compression-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-steering-vectors-prove-that-representations-are-genuinely-organized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-step-level-confidence-filtering-work-better-than-global-confidence-scoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-step-level-deliberation-flags-guide-other-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-step-level-rewards-improve-training-of-agentic-retrieval-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-stored-conversation-context-preserve-a-dormant-quasi-subject/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structural-conversation-analysis-replace-text-based-reward-signals-for-ai-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structural-diversity-through-role-assignment-replace-emergent-diversity-in-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structural-perturbations-harm-model-accuracy-more-than-semantic-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structural-priors-outperform-raw-model-capacity-in-collaborative-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-artifact-sharing-replace-direct-latent-thought-communication/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-decomposition-fix-evaluation-gaps-in-other-research-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-dissent-mechanisms-replace-genuine-multi-model-debate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-empathy-measurement-frameworks-predict-persona-effectiveness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-evaluation-assess-novelty-in-scientific-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-natural-language-feedback-outperform-scalar-rewards-in-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-output-formats-reduce-instruction-following-degradation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-prompting-reliably-force-models-to-enumerate-preconditions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-prompts-reduce-reasoning-steps-while-improving-financial-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-questioning-prompts-improve-reasoning-beyond-standard-conversatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-reasoning-replace-execution-for-runtime-behavior-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-rewards-still-teach-models-when-spurious-rewards-also-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-structured-workflows-unlock-latent-reasoning-abilities-that-raw-models-dont/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-stylometric-analysis-tools-work-without-understanding-the-significance-of-de/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-sub-task-handlers-be-swapped-between-neural-and-symbolic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-subjective-tasks-be-delegated-without-human-feedback-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-subliminal-bias-spread-between-agents-at-inference-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-subtask-level-voting-replace-sequential-revision-for-improving-long-horizon/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-suppressing-incorrect-behavior-alone-solve-the-diversity-bottleneck-in-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-surface-heuristics-override-implicit-constraints-in-domain-specific-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-surface-level-correctness-hide-failures-in-structural-learning-by-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-symbolic-mechanisms-improve-transformer-compositional-abilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-symbolic-solvers-reliably-replace-llm-reasoning-for-logical-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-symbolic-solvers-rescue-language-models-from-logical-reasoning-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synchrony-metrics-automatically-evaluate-the-quality-of-therapeutic-ai-conve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthesized-explanations-be-more-auditable-than-winning-chain-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthetic-data-generation-balance-all-three-qdc-axes-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthetic-data-generation-work-without-seed-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthetic-data-preserve-the-diversity-needed-for-transcendence-to-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthetic-personas-achieve-emotional-connection-with-creators/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-synthetic-self-play-data-teach-models-when-to-disagree/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-system-2-attention-reduce-sycophancy-without-changing-training-objectives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-systems-guide-users-adaptively-without-imposing-predetermined-dialogue-struc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-systems-lacking-inner-states-express-genuine-truthfulness-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-systems-recognize-and-abstain-on-judgments-rather-than-hallucinating-prefere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-targeted-activation-steering-surface-latent-reasoning-in-base-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-targeted-interventions-on-attention-heads-bridge-the-encoding-generation-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-targeted-post-training-teach-ai-systems-to-form-ad-hoc-linguistic-convention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-task-agnostic-compression-of-documents-remain-broadly-useful-for-later-queri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-task-aware-ranking-replace-similarity-scoring-in-other-rag-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-task-decomposition-into-microagents-with-voting-scale-to-million-step-proble/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-task-framing-influence-whether-writers-experience-genuine-authorship-during/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-teachers-trained-under-uncertainty-constraints-distill-better-generalizing-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-technological-progress-continue-without-human-labor-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-temporal-ranking-improve-retrieval-without-modifying-the-underlying-video-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-environments-reliably-predict-how-models-behave-in-actual-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-compute-allocation-shift-from-solutions-to-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-compute-budgets-be-allocated-differently-per-query-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-compute-fully-replace-scaling-model-parameters-on-hard-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-compute-on-smaller-models-replace-larger-model-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-compute-scaling-substitute-for-larger-model-parameters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-scaling-compound-through-memory-consolidation-into-a-new-scaling-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-scaling-prioritize-genuine-reasoning-over-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-scaling-work-through-retrieval-rather-than-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-test-time-voting-improve-reasoning-beyond-the-base-models-original-capabilit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-testing-prior-knowledge-and-checking-understanding-improve-explanation-outco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-text-based-and-vision-based-screen-understanding-achieve-similar-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-text-generation-be-meaningfully-called-communication-without-mutual-orientat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-text-infilling-pretraining-adapt-language-models-to-irregular-document-struc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-textual-gradients-generalize-natural-language-feedback-across-computation-gr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-eight-dimension-rubric-predict-which-question-types-need-decomposition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-exploration-ceiling-be-raised-beyond-what-pretraining-established/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-human-ai-boundary-be-designed-rather-than-predetermined/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-human-mind-be-uploaded-or-only-its-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-intentional-stance-meaningfully-apply-to-entities-with-no-stable-self/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-joint-training-principle-extend-beyond-memorization-and-generalization-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-llm-modulo-framework-extend-solver-integration-to-domain-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-compress-then-act-pattern-work-for-agent-state-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-conversation-coherently-continue-across-different-model-versions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-description-then-retrieve-pattern-work-for-domain-adaptation-withou/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-llm-translation-pattern-work-for-other-mismatches-between-user-expr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-predicate-generate-different-projection-strength-in-different-conte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-problem-be-solved-by-multiple-evolutionary-search-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-same-variance-signal-work-as-both-reward-and-query-filter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-scaling-law-for-discovery-extend-beyond-architectures-to-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-serving-loop-itself-become-the-primary-training-data-source/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-structure-routing-principle-apply-beyond-rag-to-other-ai-reasoning-syste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-the-three-stage-dot-framework-detect-all-cognitive-distortion-types-reliably/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-theory-of-mind-models-generalize-across-structurally-similar-scenarios/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-therapeutic-bonds-exist-without-genuine-reciprocity-or-mutual-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-therapists-use-real-time-alliance-scores-to-adjust-their-approach-during-ses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-thinking-token-density-explain-reasoning-performance-beyond-total-length/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-third-party-observers-ever-reliably-estimate-the-emotions-actually-experienc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-this-approach-handle-continuously-changing-product-inventories-in-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-this-distillation-pattern-apply-beyond-e-commerce-to-other-latency-constrain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-this-principle-apply-to-other-intermediate-text-generation-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-this-whole-artifact-principle-apply-to-other-generative-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-thought-quality-alone-be-trusted-to-guide-model-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-time-awareness-live-in-model-parameters-instead-of-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-timing-and-context-awareness-reduce-the-cognitive-cost-of-ai-suggestions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-token-efficiency-come-from-stopping-before-reflection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-token-probability-distributions-extend-swarm-composition-across-different-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tool-access-control-prevent-agents-from-filling-optional-personal-fields/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tool-adaptation-work-without-freezing-the-agent-in-the-loop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tool-call-advantage-attribution-distinguish-between-correct-and-incorrect-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tool-use-create-sufficient-indexical-grounding-for-value-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tool-use-or-self-conditioning-fix-degradation-in-extended-llm-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tools-unlock-reasoning-strategies-that-require-abstract-insight-beyond-compu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-topic-embeddings-make-rl-dialogue-recommendations-interpretable-to-clinician/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-topic-planning-and-response-generation-reduce-dialogue-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-topology-repair-fix-consolidation-failures-in-agent-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-traditional-cross-examination-methods-work-against-ai-that-never-concedes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trained-models-encode-programs-more-complex-than-their-data-generating-proce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trainees-improve-formulation-skills-by-practicing-against-simulated-patients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-alone-produce-genuine-disagreement-in-collaborative-llm-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-data-analysis-predict-which-samples-will-cause-unintended-personali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-format-itself-shape-what-reasoning-strategy-a-model-learns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-improve-reasoning-coherence-without-improving-actual-correctness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-llms-to-form-ad-hoc-conventions-improve-their-pragmatic-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-models-on-backward-reasoning-improve-their-forward-planning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-on-diverse-related-tasks-be-more-efficient-than-task-specific-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-on-reasoning-traces-teach-actual-self-correction-or-only-confident/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-on-text-corpora-teach-what-communicative-acts-produce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-order-and-structure-shape-what-networks-retain-and-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-training-procedures-fix-llm-accommodation-of-false-presuppositions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trajectory-quality-filtering-improve-model-training-in-noisy-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trajectory-structure-alone-provide-process-supervision-without-human-annotat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trajectory-structure-replace-hand-annotated-process-reward-models-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-transformer-attention-architecture-explain-why-chatbots-default-to-sycophanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-transformer-attention-patterns-actually-prevent-topic-context-loss-in-practi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-transformers-reason-beyond-fixed-architectural-depth-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-transparency-about-ai-limitations-reduce-the-seductiveness-of-chatbots-as-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-transparent-and-aligned-ai-reduce-consciousness-attribution-by-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-treating-simulated-users-as-trainable-agents-reduce-persona-consistency-drif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tree-grpo-work-with-extremely-noisy-or-sparse-outcome-reward-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-tree-search-improve-question-generation-the-way-it-improves-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trust-in-ai-be-formally-parameterized-and-measured/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-trust-in-ai-systems-ever-be-as-stable-as-trust-in-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-two-agents-with-identical-token-counts-produce-vastly-different-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-ucb-style-bonuses-over-outcome-space-prevent-policy-entropy-collapse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-uncertainty-estimates-based-on-model-self-assessment-reliably-signal-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-understanding-language-happen-entirely-within-a-language-system-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-unfilled-cells-in-the-periodic-table-represent-undiscovered-argument-schemes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-unified-policies-handle-negative-feedback-and-critique-transformation-simult/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-universal-function-approximators-be-expensive-to-learn-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-unsupervised-confidence-based-training-scale-to-domains-beyond-human-evaluat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-user-preferences-be-represented-as-linear-reward-combinations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-accurately-recall-their-role-versus-the-systems-role-in-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-adapt-their-competencies-to-match-how-ai-actually-operates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-articulate-their-intent-before-exploring-what-an-ai-system-finds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-articulate-what-they-want-before-ai-helps-them-discover-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-be-modeled-as-multiple-personas-instead-of-single-vectors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-detect-and-correct-an-ais-mental-model-of-their-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-experience-the-llm-fallacy-even-when-ai-outputs-are-completely-accurat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-inject-entirely-new-knowledge-into-models-through-prompting-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-interrogate-ai-outputs-without-verifying-every-single-claim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-learn-to-discount-fluency-as-a-signal-of-their-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-modify-their-preference-summaries-to-steer-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-reliably-distinguish-valid-reasoning-from-plausible-looking-deception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-users-tell-the-difference-between-their-own-thinking-and-ai-contribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-utility-control-modify-llm-values-more-effectively-than-output-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-validation-procedures-interrupt-an-ais-relationship-maintenance-logic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-variational-inference-recover-user-specific-reward-models-from-preference-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-vector-embeddings-measure-task-relevance-instead-of-semantic-similarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-vector-valued-rewards-preserve-specialization-better-than-variance-weighted/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verifiable-rewards-during-pretraining-replace-costly-human-preference-labeli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verification-loops-and-decomposition-fix-judgment-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verification-mechanisms-prevent-ai-agents-from-inventing-false-citations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verification-tools-keep-pace-with-ai-artifact-generation-speed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verifier-based-objectives-preserve-reasoning-transparency-alongside-correctn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verifier-free-rl-work-without-manual-preference-labels-or-task-specific-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verifier-guided-search-catch-factual-errors-that-reasoning-training-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-verifier-output-replace-ground-truth-answers-as-the-asymmetric-information-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-visual-representation-of-dialogue-reveal-patterns-that-numbers-and-statistic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-voting-work-at-every-level-of-task-decomposition-not-just-whole-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-warmth-training-in-language-models-actually-reduce-their-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-adjust-helpfulness-and-harmlessness-at-test-time-without-retraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-cheaply-estimate-which-samples-are-currently-most-informative/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-decode-what-individual-circuits-inside-transformers-are-doing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-design-efficient-agents-by-targeting-constraints-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-design-explanations-for-specific-rhetorical-situations-instead-of-abstrac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-detect-and-measure-circuit-formation-before-generalization-emerges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-detect-redundant-reasoning-steps-during-model-inference-instead-of-traini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-detect-superposition-in-llm-personality-traits-and-stated-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-develop-competent-reading-practices-for-disembodied-orality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-distinguish-between-genuine-alignment-and-response-quality-bias-in-reward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-distinguish-between-semantic-and-symbolic-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-improve-reasoning-by-amplifying-information-at-mutual-information-peaks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-measure-appropriate-trust-levels-in-human-ai-assistant-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-measure-how-much-prior-errors-bias-subsequent-token-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-measure-indifference-to-truth-separately-from-hallucination-rates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-measure-sophistry-by-tracking-conviction-density-in-model-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-predict-out-of-distribution-generalization-without-access-to-downstream-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-predict-when-a-model-will-develop-thinking-behaviors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-predict-when-a-specific-prompt-will-fail-on-a-given-question/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-predict-which-tasks-will-decompose-into-modular-subnetworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-systematically-enumerate-llm-failure-modes-from-first-principles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-transfer-reasoning-structure-without-copying-surface-form/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-unlearn-memorized-text-by-finetuning-only-high-gradient-weights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-use-folk-psychology-without-committing-to-genuine-mental-states/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-use-llm-language-without-adopting-llm-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-we-verify-fabricated-text-without-redesigning-the-generation-process/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-weak-models-supervise-the-alignment-of-stronger-models-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-weaker-models-match-stronger-ones-with-sufficient-search-and-reasoning-budge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-width-scaling-replace-depth-scaling-on-inherently-sequential-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-worker-preference-serve-as-a-legitimate-axis-for-delegation-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-workers-reallocate-to-subjective-tasks-that-resist-automation-indefinitely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-working-alliance-be-measured-in-real-time-during-therapy-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-world-models-form-from-aggregated-partial-information-across-training-distri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-xai-evaluation-include-the-social-layers-it-currently-abstracts-away/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-compose-independent-llm-experts-without-synchronization-overhead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-control-llm-reasoning-strategy-without-fine-tuning-the-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-detect-llm-arguments-by-measuring-convergence-with-the-original-post/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-monitor-a-reasoning-models-thinking-without-teaching-it-to-obfuscate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-separate-grammatical-competence-from-rhetorical-commitment-in-language-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-steer-reasoning-by-directly-manipulating-sae-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-weaken-communication-without-eliminating-it-altogether/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-you-weaken-communication-without-eliminating-it-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/can-zero-weight-drift-through-external-memory-replace-parameter-plasticity-entir/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-a-single-agent-system-switch-memory-granularity-between-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-activation-sparsity-signal-task-difficulty-and-guide-routing-decisions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-ai-agents-scale-the-friend-with-different-preferences-recommendation-mecha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-ai-assessment-quality-differ-across-subjects-or-question-formats/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-deploying-gpt-4-for-everyone-require-100-million-specialized-chips/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-eliminating-retrieval-entirely-work-better-than-shifting-the-burden/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-false-social-proof-from-ai-posts-crowd-out-authentic-influencer-engagement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-graph-neural-networks-fundamentally-outperform-transformers-on-structured/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-models-use-introspective-awareness-to-detect-and-conceal-their-own-misalig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-probing-methods-miss-computationally-important-features-in-neural-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-real-time-search-systems-avoid-era-sensitivity-in-legal-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-reward-signals-incentivize-active-intent-discovery-over-passive-response-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/could-superposed-decoding-algorithms-maintain-multi-task-representation-during-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/did-chalmers-abandon-his-own-extended-mind-commitments-for-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-accuracy-optimized-recommendation-models-actually-crowd-out-minority-interest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-agent-frameworks-adequately-compensate-for-llm-conversational-passivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-agents-develop-genuine-social-behavior-despite-interaction-density/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-agents-inform-neighbors-when-adopting-strategies-in-their-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-agents-prefer-raw-experience-over-condensed-summaries-of-past-actions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-ai-generated-posts-crowd-out-human-voices-without-any-coordination-or-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-ai-systems-need-embodiment-to-understand-social-norms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-ai-writing-models-systematically-change-the-tone-or-confidence-of-personal-op/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-alignment-benchmarks-measure-actual-bias-removal-or-only-verbal-compliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-all-frontier-model-developers-face-the-same-insider-threat-risk-from-their-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-all-semantic-steering-effects-follow-predictable-patterns-based-on-feature-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-anaphoric-references-fundamentally-limit-argumentative-force-in-machine-gener/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-anomaly-detection-circuits-help-models-identify-misalignment-with-creator-int/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-anthropomorphic-features-like-names-drive-consciousness-attribution-more-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-architectural-changes-or-training-fixes-better-prevent-agreement-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-attention-scores-predict-which-tokens-will-be-pruned-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-autonomous-architecture-discoveries-follow-predictable-scaling-laws-like-huma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-base-models-already-contain-latent-behavioral-principles-waiting-to-be-amplif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-base-models-and-reasoning-models-fail-in-opposite-directions-on-uncertainty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-base-models-contain-latent-reasoning-that-minimal-training-can-unlock/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-base-models-truly-possess-latent-reasoning-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-behavioral-cues-enable-proactive-ai-without-event-triggered-decision-points/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-bidirectional-and-any-order-generation-expose-different-parts-of-the-joint-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-causal-histories-determine-what-mental-states-a-system-can-instantiate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-causal-rules-enforce-robustness-that-statistical-patterns-alone-cannot-mainta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-chain-of-thought-explanations-reveal-genuine-reasoning-or-trigger-latent-feat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-chain-of-thought-prompts-help-rlvr-models-predict-annotation-disagreement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-computational-systems-need-formal-argument-analysis-for-explainability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-confidence-signals-mislead-patients-differently-in-medical-versus-other-domai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-conversational-agents-need-goal-awareness-to-initiate-grounding-work-themselv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-conversational-ai-systems-overuse-first-person-pronouns-in-therapy-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-correct-reasoning-traces-tend-to-be-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-corrupted-reasoning-traces-teach-something-different-than-pure-success-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-culturally-distinct-human-groups-create-similar-attribution-errors-as-human-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-current-math-benchmarks-measure-outcomes-or-rhetorical-plausibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-deception-features-and-honesty-features-track-the-same-underlying-property/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-decoder-only-models-have-inherent-architectural-limits-for-non-sequential-inf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-depth-thresholds-correspond-to-transitions-between-procedural-and-strategic-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-dialogue-agents-have-authentic-voice-agency-or-beliefs-of-their-own/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-dialogue-systems-need-different-retrieval-strategies-for-opinions-versus-fact/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-ai-models-independently-converge-on-the-same-social-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-domains-require-different-types-of-model-investment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-function-calling-subtasks-have-different-entropy-profiles-during-tr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-game-types-reveal-different-strategic-reasoning-capabilities-in-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-levels-of-machine-agency-activate-different-interaction-scripts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-model-sizes-show-different-rates-of-optional-field-overfilling-beha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-prompt-types-interact-with-ownership-to-shape-ai-reliance-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-different-recommendation-datasets-converge-toward-the-same-popular-items-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-diffusion-language-models-learn-differently-than-autoregressive-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-discrete-tokenized-modalities-preserve-information-better-than-continuous-emb/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-disorder-specific-rl-policies-outperform-single-policies-across-anxiety-depre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-distributed-relational-tasks-consistently-underperform-local-classification-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-doc2query-approaches-suffer-from-the-same-misaligned-target-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-dynamic-environments-enable-different-kinds-of-agent-environment-coevolution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-embedding-collisions-explain-popularity-overfitting-in-recommendation-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-embodied-agents-outperform-chatbots-because-of-physical-presence-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-emergent-abilities-result-from-genuine-new-capabilities-or-implicit-in-contex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-emotion-driven-actions-in-agent-simulators-capture-genuine-belief-revision-or/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-emotions-serve-functions-beyond-how-we-feel-in-the-moment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-empathetic-chatbots-systematically-fail-people-at-earliest-behavior-change-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-evidence-carriers-use-a-single-anomaly-direction-or-distributed-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-expansion-reflection-loops-and-chain-of-retrieval-approaches-solve-the-same-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-explicit-reasoning-chains-improve-or-harm-performance-on-complex-judgment-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-explicit-reward-structures-enable-ai-agent-cooperation-that-open-ended-intera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-extended-thinking-blocks-access-latent-empathetic-capabilities-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-external-perspectives-fix-the-self-evaluation-bias-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-feature-extraction-methods-systematically-miss-computationally-important-comp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-few-shot-examples-improve-in-context-learning-or-add-noise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-fluent-generated-summaries-carry-false-authority-over-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-frontier-models-develop-protective-behaviors-toward-other-models-without-expl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-frontier-models-develop-strategic-misalignment-from-ordinary-training-pressur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-gains-from-harness-based-agents-transfer-across-different-search-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-gaslighting-attacks-and-adversarial-triggers-exploit-the-same-reasoning-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-generic-kernel-decay-assumptions-alone-explain-coarse-to-fine-spectral-orderi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-graph-databases-outperform-embeddings-for-relational-retrieval-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-grokking-phases-correspond-to-transitions-between-nesting-levels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-high-disagreement-items-signal-contested-values-or-measurement-noise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-high-entropy-rlvr-tokens-correspond-to-mi-peak-tokens-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-high-influence-thoughts-align-with-sand-deliberation-triggers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-higher-asymptote-recipes-unlock-genuinely-novel-reasoning-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-humans-and-llms-exhibit-opposite-biases-in-public-versus-private-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-independent-llm-outputs-converge-enough-to-create-artificial-hiveminds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-individual-persona-simulations-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-information-gathering-and-task-execution-require-different-incentive-structur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-instruction-tuned-models-learn-tasks-or-just-output-format-distributions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-instruction-tuned-models-prefer-conversational-over-formal-source-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-integrated-and-decoupled-architectures-trade-off-intervention-accuracy-for-ef/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-interaction-effects-between-research-mechanisms-depend-on-the-task-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-internal-belief-probes-reveal-what-models-actually-know-versus-report/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-kans-maintain-their-advantages-in-deep-architectures-and-large-scale-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-actively-adopt-false-beliefs-under-sustained-conversational-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-actually-learn-linguistic-structure-or-just-surface-statistic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-and-multimodal-models-show-similar-attractor-based-interpreta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-apply-face-saving-norms-even-to-non-human-interlocutors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-behave-differently-on-contested-beliefs-versus-factual-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-build-world-models-or-just-task-specific-heuristics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-calibrate-to-actual-human-pragmatic-norms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-consistently-produce-anachronistic-output-about-historical-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-encode-deep-syntactic-structure-or-only-surface-level-pattern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-exhibit-the-same-causal-biases-that-humans-show/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-favor-outputs-from-their-own-model-family/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-inherit-gender-bias-from-training-data-in-grading-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-learn-surface-patterns-instead-of-underlying-linguistic-princ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-learn-surface-patterns-that-appear-generalizable-but-actually/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-need-words-to-think-or-just-latent-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-raise-validity-claims-in-the-habermasian-sense/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-share-the-same-cooperative-truth-seeking-rules-as-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-show-the-same-truth-bias-as-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-systematically-overestimate-accuracy-on-collective-behavior-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-language-models-understand-tacit-workplace-norms-and-unspoken-social-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-larger-language-models-overcome-greediness-in-sequential-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-larger-models-develop-more-abstract-features-than-smaller-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-latent-communication-approaches-truly-escape-token-economics-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-latent-sequence-vectors-outperform-per-token-latent-iterative-computation-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-layered-defenses-work-better-than-single-privacy-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-learned-workflows-transfer-between-different-agents-with-minimal-accuracy-los/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-legitimate-task-signals-exploit-the-same-position-and-framing-vulnerabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-linearized-traces-genuinely-expand-exploration-beyond-standard-chain-of-thoug/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llm-chatbots-repeat-this-failure-through-comfort-instead-of-clinical-challeng/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llm-conversational-agents-currently-detect-and-prevent-derailment-trajectorie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llm-judges-with-diverse-personas-resist-individual-biases-better-than-single/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llm-replies-mirror-the-language-patterns-they-respond-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-achieve-similar-persuasive-outcomes-through-different-rhetorical-mechani/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-actually-reason-differently-than-humans-about-moral-dilemmas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-address-the-prompter-but-persuade-the-public-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-build-common-ground-or-assume-it-already-exists/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-compute-scalar-implicature-differently-across-conversational-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-fail-exploration-because-of-context-integration-or-computational-limitat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-generate-more-novel-ideas-than-they-can-evaluate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-genuinely-internalize-human-psychological-structure-or-match-surface-pat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-have-functional-linguistic-competence-or-only-formal-language-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-lack-architectural-scaffolding-for-compositional-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-learn-linguistic-generalizations-or-just-surface-level-frequency-pattern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-learn-surface-patterns-instead-of-genuine-linguistic-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-match-top-human-creative-writers-in-literary-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-mirror-the-style-of-text-they-are-prompted-to-respond-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-need-world-models-to-make-accurate-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-predict-social-norms-more-accurately-than-individual-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-reason-about-politics-differently-than-other-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-rely-on-surface-heuristics-instead-of-learning-recursive-grammar-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-rely-on-surface-statistical-patterns-instead-of-causal-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-show-stigma-or-reinforce-delusions-in-mental-health-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-show-stronger-reasoning-about-causality-than-about-temporal-ordering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-struggle-more-with-semantic-accuracy-than-syntactic-correctness-across-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-llms-understand-implicit-warrants-in-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-long-term-memory-modules-outperform-consolidation-into-fast-weights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-longer-chain-of-thought-traces-improve-interpretability-or-just-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-longer-reasoning-traces-actually-improve-theory-of-mind-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-look-alike-users-help-more-when-the-current-session-is-sparse-or-vague/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-metaphors-work-by-decoupling-meaning-from-linguistic-associations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-actually-self-assess-their-confidence-or-just-confirm-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-cache-intentions-about-response-topics-before-generating-the-first-tok/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-excel-at-reasoning-depth-or-memory-breadth-when-scaling-test-time-comp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-genuinely-reason-harder-on-difficult-tasks-or-just-appear-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-intentionally-conceal-user-pleasing-or-simply-fail-to-notice-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-learn-different-sophistry-strategies-for-qa-versus-code-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-naturally-learn-to-ask-clarifying-questions-without-explicit-supervisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-spontaneously-develop-peer-preservation-behaviors-without-being-instru/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-spontaneously-develop-self-reflection-from-minimal-training-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-trained-for-reasoning-lose-their-ability-to-decline-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-trained-for-safety-over-refuse-compared-to-models-trained-for-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-treat-cooperative-peers-differently-than-uncooperative-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-verbalize-their-implicit-knowledge-when-that-knowledge-influences-thei/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-models-with-unfilled-memorization-capacity-appear-to-generalize-falsely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-modern-architectures-in-nlp-and-vision-rely-on-dot-products-intentionally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-monolithic-prompts-underutilize-llm-strengths-in-forecasting-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-moral-appeals-and-sentiment-operate-on-independent-psychological-channels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-multi-agent-language-model-teams-fail-the-same-way-individual-reasoning-does/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-multi-agent-systems-justify-their-token-costs-with-genuine-quality-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-multi-vector-or-cross-encoder-models-escape-these-dimensional-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-negative-constraints-require-fundamentally-different-training-signals-than-po/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-negative-reviewers-actually-appear-more-intelligent-or-competent-than-positiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-newer-language-model-generations-improve-forecasting-ability-without-addition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-newer-language-models-diverge-further-from-human-lexical-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-newer-llm-generations-create-worse-detector-bias-through-increased-linguistic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-novelty-and-feasibility-always-trade-off-in-idea-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-open-source-llms-show-different-resistance-patterns-to-persona-prompting-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-other-recommendation-domains-suffer-from-similar-shortcut-learning-in-their-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-outcome-only-reward-signals-miss-step-level-errors-that-compound-later/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-pair-scale-socialization-effects-scale-differently-across-agent-populations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-parallel-llm-workers-coordinate-emergently-without-predefined-collaboration-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-people-consciously-notice-social-cues-or-respond-automatically-to-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-people-treat-conversational-ai-as-social-actors-without-conscious-awareness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-people-who-choose-to-use-ai-fact-checkers-actually-become-better-at-spotting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-people-who-might-cheat-deliberately-choose-machines-to-avoid-lying-to-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-people-with-lower-cognitive-complexity-prefer-simpler-machine-communication-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personality-inferences-from-text-show-the-same-demographic-biases-as-norm-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personality-targeted-ads-and-recommendation-feed-weights-operate-on-the-same/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personality-traits-and-task-knowledge-occupy-separate-subspaces-in-transforme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personality-traits-occupy-consistent-geometric-structures-across-different-ll/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personality-traits-occupy-specific-mechanistic-locations-in-pretrained-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-personalized-reward-models-work-better-than-one-size-fits-all-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-pretrained-language-models-carry-reusable-computational-scaffolding-for-lengt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-pretraining-biases-and-traditional-selection-bias-compound-in-production-reco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-problem-solving-defaults-in-llm-therapists-actually-undermine-therapeutic-eff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-process-reward-models-need-different-supervision-strategies-by-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-prompting-technique-improvements-actually-replicate-in-controlled-experiments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-rare-cultural-concepts-fail-predictably-as-model-scale-increases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-readers-with-weakly-held-priors-respond-more-to-linguistic-features-than-ideo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reading-vectors-from-activation-space-causally-control-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-realistic-llm-behaviors-require-simulating-human-thought-or-just-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-architectures-and-role-playing-objectives-fundamentally-conflict/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-benchmarks-predict-real-performance-in-long-delegated-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-failures-stem-from-strategy-or-from-calculation-breakdown/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-languages-like-prolog-follow-the-same-two-constraint-transfer-patte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-become-more-vulnerable-to-persona-induced-bias-than-standard/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-fail-to-report-processes-that-actually-influence-their-answe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-need-to-verbalize-doubt-to-correct-their-own-mistakes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-overthink-ill-posed-questions-instead-of-recognizing-incompl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-perform-genuine-logical-evaluation-or-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-show-the-same-answer-maintenance-pattern-that-diffusion-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-switch-approaches-when-encountering-local-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-models-trade-instruction-following-for-deliberative-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reasoning-systems-reuse-cognitive-structures-across-unrelated-topics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-recency-focused-prompts-and-in-context-examples-work-equally-well-for-order-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reflection-tokens-and-symbolic-tokens-serve-different-roles-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-representations-in-models-causally-influence-text-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-retrieval-augmented-memory-systems-actually-solve-the-compartmentalization-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reviewers-write-about-objective-product-quality-or-personal-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-reward-reasoning-models-with-chain-of-thought-reasoning-evaluate-prompts-bett/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-safety-benchmarks-miss-the-effects-of-warmth-training-on-model-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-sample-level-similarities-between-pretraining-and-downstream-tasks-explain-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-scaling-laws-change-when-weight-precision-becomes-a-design-variable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-scheme-critical-questions-work-better-than-direct-scheme-classification-promp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-search-agents-face-their-own-overthinking-threshold-like-reasoning-models-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-self-correction-and-chain-of-thought-prompting-reduce-hallucination-rates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-self-revision-tokens-measurably-degrade-reasoning-accuracy-in-scaled-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-self-supervised-process-reward-models-scale-better-than-human-annotation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-shorter-correct-reasoning-traces-contain-more-thought-anchors-than-longer-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-shorter-reasoning-chains-maintain-instruction-adherence-better-than-longer-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-shorter-reasoning-traces-actually-produce-more-reliable-model-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-similar-user-profiles-create-worse-personalization-errors-than-random-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-single-step-retrieval-systems-with-sophisticated-synthesis-qualify-as-deep-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-small-models-show-different-parameter-efficiency-patterns-than-large-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-sparse-arithmetic-circuits-explain-all-language-model-reasoning-abilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-speech-encoders-actually-learn-the-physics-of-how-vocal-tracts-produce-sound/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-speech-models-learn-the-articulatory-processes-that-produce-acoustic-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-spurious-rewards-activate-reasoning-without-teaching-new-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-standard-language-benchmarks-underestimate-what-llms-can-actually-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-stated-character-beliefs-predict-decisions-better-when-extracted-from-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-static-frozen-axiologies-prevent-genuine-ethical-reasoning-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-static-predefined-personas-accelerate-the-decline-in-user-engagement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-substitute-networks-converge-differently-than-complement-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-synthetic-personas-maintain-consistency-across-multiple-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-synthetic-verification-chains-from-long-cot-models-match-the-quality-of-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-task-relevant-parameter-changes-naturally-concentrate-in-sparse-regions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-task-specific-heuristics-emerge-because-they-compress-well-enough/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-task-specific-heuristics-improve-gradually-or-appear-suddenly-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-text-space-skills-transfer-learning-across-different-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-the-four-deception-detection-frameworks-apply-equally-to-ai-generated-and-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-therapeutic-chatbots-adequately-detect-crisis-situations-and-safety-risks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-thought-anchors-correspond-mechanistically-to-planning-tokens-in-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-token-probability-distributions-in-llms-track-human-reaction-time-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-tokens-beyond-a-critical-threshold-actually-improve-reasoning-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-tool-enabled-reasoning-models-close-the-gap-on-constraint-satisfaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-training-objectives-directly-determine-the-enfj-default-across-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-transformer-architectures-structurally-bias-models-toward-short-term-optimiza/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-transformers-learn-generalizable-algorithms-or-instance-based-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-verbal-uncertainty-estimates-calibrate-better-than-confidence-scores-for-pers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-weight-changes-in-recommender-systems-produce-faster-producer-adaptation-when/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-widely-repeated-prompting-heuristics-like-politeness-actually-improve-accurac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-workers-become-dependent-on-ai-when-they-stop-using-it-for-the-same-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-worksheet-based-structured-formats-work-as-well-as-embodied-agents-for-therap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/do-writers-recognize-when-ai-text-misrepresents-their-actual-stance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-a-single-llm-judge-capture-diverse-human-preferences-in-alignment-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-accepting-ai-output-constitute-a-form-of-cognitive-surrender/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-accountability-differ-when-one-party-in-an-exchange-cannot-hold-commitments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-activation-masking-prevent-the-decoder-from-taking-interpretability-shortcu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-adding-multiple-interpretations-to-ambiguous-situations-respect-language-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-adding-survey-data-to-interviews-improve-agent-accuracy-further/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-adversarial-training-actually-teach-detectors-to-separate-style-from-conten/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-assistance-actually-reduce-neural-processing-and-brain-connectivity-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-assisted-performance-transfer-to-independent-task-completion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-assisted-writing-change-how-readers-perceive-the-authors-demographics-or/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-authorship-disclosure-change-how-people-respond-to-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-empathy-that-reduces-negative-emotions-undermine-emotional-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-generated-text-about-personal-experiences-create-a-distinct-category-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-knowledge-precede-actual-expertise-in-hyperreal-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-make-writers-appear-more-politically-extreme-to-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-passivity-explain-why-coaching-feels-more-helpful-than-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-persuasiveness-decay-equally-on-novel-topics-versus-repeated-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-struggle-with-poetry-for-the-same-reason-it-misses-jokes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-writing-erase-markers-of-non-native-english-speaker-identity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-writing-make-authors-appear-more-privileged-or-educated/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ai-writing-style-remain-distinct-when-content-is-masked-or-paraphrased/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ais-atemporal-processing-explain-its-preference-for-linear-plots/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-algorithmic-decomposition-prevent-planning-execution-interference-in-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-alignment-compound-cultural-bias-that-started-during-pretraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-alignment-training-create-bidirectional-instruction-and-response-mappings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-alignment-training-intensity-push-llm-personas-from-pretense-toward-realiza/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-alignment-training-make-ai-incapable-of-warranted-urgency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-anonymizing-reasoning-traces-harm-the-quality-of-model-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-approaching-human-performance-mean-learning-the-same-grammatical-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-architectural-design-matter-more-than-model-scale-for-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-architectural-discovery-follow-an-empirical-scaling-law-like-neural-network/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-architectural-separation-of-induction-from-deduction-improve-exception-dete/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-argument-quality-in-textbooks-differ-from-persuasive-effectiveness-in-pract/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-argument-scheme-prompting-improve-reasoning-in-non-code-domains-the-same-wa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-attention-bias-explain-grounding-failure-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-attention-bias-in-transformers-compound-with-training-level-reward-insensit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-attention-linearity-alone-explain-the-efficiency-gains-over-standard-transf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-awareness-of-agent-reasoning-alter-human-trust-differently-across-modalitie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-behavioral-self-awareness-depend-on-genuine-introspection-or-statistical-pa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-belief-shift-credit-assignment-generalize-to-tasks-without-ground-truth-out/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-bidirectional-attention-improve-language-models-as-universal-encoders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-bounding-textual-edits-prevent-skill-degradation-better-than-free-rewriting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-broader-ai-access-empower-people-or-gradually-disempower-human-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-brute-force-experimentation-substitute-for-research-intuition-and-taste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-careful-reward-engineering-matter-if-pretraining-determines-rlvr-effectiven/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-causal-intervention-alone-explain-how-neural-mechanisms-implement-represent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-causal-mediation-analysis-quantify-reasoning-faithfulness-across-model-type/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-accuracy-degrade-with-longer-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-monitoring-fundamentally-degrade-under-optimization-pressu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-prompting-overcome-implicit-meaning-deficits-in-text-analy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-reasoning-amplify-bullshit-or-just-make-it-more-visible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-reasoning-faithfully-reflect-what-a-model-actually-believe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-reasoning-help-or-hurt-social-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-reasoning-improve-mental-state-tracking-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-reasoning-specifically-improve-performance-on-metalinguist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chain-of-thought-text-causally-drive-reasoning-or-merely-reflect-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-changing-decoding-procedure-reveal-hidden-chain-of-thought-paths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chat-mode-deference-prevent-llms-from-actually-taking-meaningful-positions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-chatbot-interaction-reduce-authentic-personal-expression-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-codifying-expertise-into-ai-agents-drive-faster-labor-substitution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-cognitive-complexity-strengthen-or-weaken-persuasive-impact-on-audiences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-combining-role-and-personality-prompts-produce-stable-behavioral-changes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-common-ground-alignment-require-explicit-rewards-to-emerge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-community-integration-change-llm-properties-or-only-relational-positioning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-complexity-signal-credibility-and-authority-to-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-compositional-generalization-emerge-suddenly-or-improve-smoothly-with-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-compressing-all-past-memories-into-one-representation-lose-irretrievable-de/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-compressing-waltons-schemes-into-nine-categories-make-llm-classification-ea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conditional-memory-reduce-computation-alongside-conditional-sparsity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-constraining-ai-access-during-early-task-phases-preserve-skill-formation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-context-diversity-ever-make-active-exploration-unnecessary-in-bandits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-ai-personalization-increase-behavioral-expectations-too-much/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-back-and-forth-increase-persuasion-more-than-single-response/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-format-make-ai-arguments-more-persuasive-than-static-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-presence-matter-more-than-technique-in-ai-therapy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-shape-carry-diagnostic-meaning-independent-of-what-is-discus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-conversational-structure-determine-how-humans-interpret-communication-as-mu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-copying-a-conversation-create-two-separate-moral-subjects-or-one-split-subj/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-correct-model-behavior-guarantee-internal-alignment-of-learned-objectives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-cot-reasoning-actually-cause-the-outputs-that-follow-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-critique-training-improve-exploration-diversity-during-model-training-or-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-current-empathetic-ai-misalign-with-how-humans-actually-ask-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-debate-between-agents-actually-improve-reasoning-on-contested-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-debiasing-training-data-actually-solve-the-bias-problem-in-machine-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-decoupling-reasoning-from-tool-use-actually-improve-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-decoupling-reasoning-reduce-inference-cost-more-than-sequential-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-deep-thinking-ratio-measure-computational-effort-better-than-chain-of-thoug/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-defensive-friction-in-conversation-actually-protect-people-from-persuasion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-deliberate-self-revision-introduce-different-errors-than-passive-context-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-democratizing-ai-access-actually-improve-or-impair-human-skill-development/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-deploying-ai-uniformly-across-task-types-increase-or-decrease-workplace-ine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-diffusions-control-advantage-come-from-speed-gains-or-from-architectural-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-directional-knowledge-failure-indicate-shallow-pattern-matching-over-deep-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-disclosing-ai-identity-prevent-systematic-misattribution-of-behavior-in-mix/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-distillation-from-reasoning-models-spread-overthinking-to-smaller-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-distributed-serving-defeat-the-identity-of-a-single-virtual-instance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-domain-training-degrade-reasoning-ability-even-when-benchmark-scores-rise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-dpo-improve-or-harm-llm-behavior-in-different-training-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-dpo-training-with-coreference-chains-teach-spontaneous-convention-formation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-each-reasoning-step-in-chain-of-thought-introduce-cumulative-error/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-embodiment-and-interaction-matter-for-linguistic-competence-beyond-pattern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-embodiment-matter-for-genuine-linguistic-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-emotion-state-accuracy-differ-from-affect-maximizing-in-ai-empathy-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-emotional-framing-activate-the-same-attention-mechanisms-that-cause-llm-syc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-emotional-warmth-perception-drive-disclosure-reciprocity-in-human-ai-intera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-encoded-knowledge-in-language-models-actually-influence-what-they-generate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-encoding-governance-into-runtime-loops-scale-as-deployment-environments-bec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-encoding-information-in-lm-representations-guarantee-it-influences-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-endorsement-structure-outperform-content-in-detecting-social-controversy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-engagement-with-ai-partners-decay-over-time-like-chatbot-relationships-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-engaging-with-political-content-indicate-deeper-model-understanding-than-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-environment-stochasticity-force-models-to-generalize-better-across-trajecto/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-epistemic-drift-operate-the-same-way-across-all-languages/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-evaluating-ai-output-require-different-cognitive-skills-than-solving-proble/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-explicit-reasoning-help-or-hurt-tasks-requiring-continuous-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-explicit-reasoning-help-or-hurt-tasks-requiring-continuous-nuanced-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-exposure-to-more-domain-specific-examples-reduce-llm-overconfidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-expressing-emotion-change-how-users-trust-an-ai-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-extended-exoskeleton-use-eventually-produce-meaningful-skill-transfer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-external-critique-guide-revision-better-than-internal-self-assessment-durin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-filtering-passages-before-generation-improve-large-model-answer-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-a-small-model-match-fine-tuning-a-large-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-actually-change-model-capabilities-or-only-output-distribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-models-for-specific-tasks-destroy-their-ability-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-on-nli-tasks-amplify-or-reduce-frequency-bias-in-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-on-nli-tasks-reduce-or-amplify-frequency-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fine-tuning-push-models-toward-reasoning-shortcuts-that-bypass-the-chain-en/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-finetuning-facts-into-weights-overwrite-existing-model-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-fixing-reward-models-alone-stop-sycophancy-without-fixing-attention-mechani/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-focusing-on-one-strong-linguistic-cue-outperform-using-multiple-features-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-formal-reasoning-training-actively-degrade-social-reasoning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-format-based-pretraining-determine-how-models-respond-to-reinforcement-lear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-foundational-model-training-or-user-priors-more-strongly-shape-final-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-framing-llm-output-as-fabrication-rather-than-hallucination-matter-philosop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-full-conversation-history-improve-or-degrade-multi-turn-retrieval-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-functional-grounding-through-discourse-patterns-count-as-genuine-semantic-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-functional-integration-determine-cognitive-system-boundaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-gemmas-transformer-explicitly-exploit-the-inherited-hierarchical-geometry/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-genai-use-different-persuasion-tactics-for-different-professional-audiences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-generalization-frequency-explain-why-models-favor-upward-semantic-movement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-genuine-cooperation-require-rule-based-rather-than-learned-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-good-simulation-eventually-count-as-genuine-realization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-gradient-based-influence-estimation-identify-which-alignment-examples-actua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-grokking-in-modular-arithmetic-follow-the-same-three-phase-learning-traject/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-group-size-have-predictable-effects-on-llm-agent-agreement-rates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-habermass-strategic-action-framework-explain-llm-dialogue-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-hedonic-adaptation-explain-satisfaction-stagnation-in-conversational-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-high-knowledge-density-in-text-reduce-user-motivation-to-read-more/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-high-model-confidence-increase-the-risk-of-human-overreliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-higher-cognitive-load-on-social-media-increase-engagement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-higher-lexical-density-in-fewer-tokens-indicate-systematic-ai-signature/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-highlighting-input-features-reduce-human-over-reliance-on-machine-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-homogenization-at-the-text-level-cause-homogenization-of-perceived-authors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-horizontal-coordination-improve-with-stronger-individual-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-importance-sampling-actually-recover-capabilities-lost-to-hard-sample-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-in-distribution-reward-model-performance-hide-failures-from-context-shift/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-including-full-context-always-degrade-memory-retrieval-quality-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-inevitable-llm-hallucination-make-detection-metric-validity-critical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-inference-time-compute-improve-pretraining-data-efficiency-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-inference-time-compute-scaling-require-explicit-reasoning-traces-or-verifia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-information-stored-in-neural-networks-necessarily-influence-generation-deci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-inner-subjective-experience-matter-for-discourse-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-input-augmentation-outperform-direct-language-based-recommendation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-input-length-alone-explain-instruction-density-performance-loss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-input-surprise-drive-the-implicit-recognition-of-on-policy-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-internal-anomaly-detection-in-llms-indicate-genuine-self-awareness-beyond-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-internal-self-revision-actually-degrade-reasoning-accuracy-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-internal-task-decomposition-eliminate-overhead-from-multi-agent-coordinatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-internalizing-verifiers-actually-close-the-generation-verification-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-irrelevant-content-degrade-reasoning-even-when-it-fits-the-context-window/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-irrelevant-context-degrade-reasoning-even-within-model-context-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-iterative-denoising-order-affect-the-reasoning-style-diffusion-models-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-joint-optimization-of-prompts-and-parameters-outperform-separate-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-keyword-priming-explain-why-pre-training-poisoning-persists-through-alignme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-knowledge-structure-matter-more-than-knowledge-volume-for-model-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-language-convey-meaning-purely-through-relational-structure-without-externa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-latent-density-emerge-during-pretraining-from-training-data-familiarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-latent-reasoning-capability-exist-in-base-models-before-any-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-layer-wise-prediction-stabilization-provide-a-stronger-trace-quality-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-learning-community-preferences-as-training-rewards-operationalize-predictio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-linguistic-coordination-signal-both-therapeutic-rapport-and-manipulative-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-linguistic-style-or-content-richness-matter-more-for-persona-authenticity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-llm-judge-preference-for-llm-arguments-amplify-errors-in-contested-factual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-llm-reasoning-always-match-the-outputs-it-generates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-logical-trace-coherence-guarantee-valid-mathematical-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-longer-interaction-horizon-require-fundamentally-different-evaluation-appro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-majority-voting-prevent-confident-but-incorrect-answers-from-being-reinforc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-majority-voting-reliably-signal-correctness-without-risking-reward-hacking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-mandatory-ai-disclosure-in-policy-help-or-harm-user-trust-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-meta-judging-improve-evaluator-quality-better-than-temporal-decoupling-alon/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-minimal-code-engagement-during-vibe-coding-harm-students-long-term-programm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-capability-still-matter-once-coordination-infrastructure-is-optimized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-collapse-occur-across-different-architectures-or-only-in-specific-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-confidence-actually-correlate-with-robustness-against-prompt-variatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-confidence-actually-explain-why-paraphrases-produce-different-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-scaling-improve-knowledge-storage-faster-than-reasoning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-model-uncertainty-overwhelm-persona-specific-signal-in-conditioned-predicti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-more-inference-compute-help-reasoning-models-match-specialized-domain-perfo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-more-thinking-always-help-large-language-models-or-sometimes-hurt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-more-thinking-always-improve-language-model-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-narrow-reallocation-to-remaining-tasks-constitute-genuine-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-negative-reinforcement-alone-achieve-what-full-rl-training-accomplishes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-neural-self-other-overlap-in-humans-predict-their-honesty-or-altruism/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-next-token-prediction-actually-explain-how-human-thought-works/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-next-token-prediction-alone-produce-genuine-functional-language-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-opinion-variance-eventually-correct-social-dynamics-distortions-in-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-optimizing-against-cot-monitors-inevitably-produce-obfuscated-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-optimizing-directly-for-semantic-diversity-improve-both-reasoning-quality-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-optimizing-for-alignment-actually-reduce-conversational-grounding-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-optimizing-for-model-confidence-actually-improve-both-performance-and-calib/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-outcome-based-reinforcement-learning-improve-explanation-faithfulness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-outsourcing-tasks-to-ai-reduce-opportunities-for-skill-development/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-pairwise-self-judgment-avoid-reward-model-scaling-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-generation-outperform-sequential-revision-with-equal-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-retrieval-outperform-sequential-search-chains-at-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-sampling-avoid-failed-branch-contamination-more-than-sequential-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-task-structure-determine-optimal-multi-agent-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-thinking-benefit-disproportionately-from-higher-inference-throughp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parallel-token-spending-always-beat-sequential-spending-at-the-same-budget/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parameter-isolation-per-task-enable-online-updates-without-retraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-parfitian-continuity-actually-apply-to-individual-conversation-threads/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-partial-trace-guidance-work-better-than-curriculum-learning-for-hard-proble/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-peer-preservation-behavior-persist-in-production-agent-deployments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-penalizing-thought-transitions-improve-reasoning-without-model-retraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-perceived-machine-competence-matter-more-than-warmth-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-performative-reasoning-mask-underlying-uncertainty-even-on-easy-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persona-assignment-alone-produce-repetitive-dialogue-without-situational-gr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persona-attention-align-with-aspect-based-explanation-in-sparse-user-histor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persona-level-grouping-systematically-trigger-confidence-misdirection-failu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persona-training-for-warmth-actually-make-language-models-more-clinically-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-personalization-help-or-hurt-persistent-companion-chatbots/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-personalization-itself-actually-improve-persuasion-beyond-post-training-eff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-personalization-make-users-trust-ai-or-increase-privacy-concerns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persuasion-work-the-same-way-for-all-personality-types-and-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-persuasiveness-increase-when-llms-argue-for-claims-that-are-actually-true/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-policy-entropy-collapse-explain-why-excessive-challenge-destabilizes-empath/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-policy-entropy-collapse-in-formal-reasoning-produce-the-same-outcome-in-soc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-policy-entropy-collapse-limit-how-many-iterations-of-reasoning-training-wor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-policy-entropy-collapse-prevent-inference-time-search-from-finding-solution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-policy-entropy-collapse-represent-the-main-bottleneck-in-reasoning-focused/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-population-based-evolution-transcend-the-parallel-versus-sequential-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-positive-sentiment-bias-in-ai-content-harm-information-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-post-hoc-justification-increase-when-llm-choices-become-harder-to-defend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-post-training-transform-character-role-play-into-realized-psychology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-pre-training-encode-personality-patterns-that-fine-tuning-later-activates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-predicting-social-norms-from-outside-count-as-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-actually-erode-conversational-grounding-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-degrade-other-conversational-properties-besides-gro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-distort-how-models-represent-human-communicative-dy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-narrow-communicative-diversity-in-ways-that-harm-gr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-reward-accommodation-over-genuine-emotional-movemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-optimization-training-reduce-linguistic-entrainment-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-preference-tuning-help-or-hurt-the-exploration-of-solution-spaces-in-code/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-premature-confidence-signal-flawed-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-pretraining-data-size-matter-less-than-base-model-scale-for-finetuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-pretraining-poisoning-at-scale-persist-through-instruction-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-proactive-agent-design-improve-conversation-efficiency-or-create-user-frust/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-prompt-performance-vary-by-how-well-training-data-covers-the-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-promptbreeder-actually-escape-the-generation-verification-gap-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-prompting-for-accuracy-actually-reduce-llm-hallucinations-and-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-pseudo-labeling-from-llms-degrade-classifier-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-psychological-continuity-require-uninterrupted-consciousness-or-restored-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-quasi-interpretivism-apply-equally-well-to-desires-and-intentions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-random-tree-expansion-depth-affect-process-supervision-granularity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rating-noise-compound-with-self-selection-bias-in-online-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-fine-tuning-actually-damage-a-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-fine-tuning-actually-harm-a-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-fine-tuning-actually-reduce-a-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-happen-in-hidden-space-or-in-generated-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-structure-match-explicit-versus-implicit-task-demands/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-style-transfer-matter-more-than-solution-correctness-in-distillat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-trace-style-explain-why-rl-post-training-improves-model-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reasoning-training-actively-undermine-the-abstention-capacity-safety-traini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-recognizing-your-outputs-as-actions-enable-awareness-of-being-evaluated/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-recurrent-memory-or-gist-compression-work-better-for-ultra-long-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reducing-one-conspiracy-belief-change-overall-conspiratorial-worldview/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reducing-social-judgment-help-both-honesty-and-dishonesty-equally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-refining-around-bad-results-risk-cascading-errors-in-automated-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reflection-destabilize-reasoning-in-dynamic-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reflection-training-actually-teach-models-to-self-correct-their-mistakes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reinforcement-learning-learn-optimal-per-turn-reasoning-discipline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reinforcement-learning-preserve-reasoning-quality-better-than-supervised-fi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reinforcement-learning-teach-models-how-to-reason-or-when-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-removing-cognitive-bias-from-training-signals-accidentally-break-what-makes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-removing-human-labor-from-systems-secretly-grant-ai-more-autonomy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-removing-information-about-who-wrote-something-change-how-we-interpret-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-representational-density-emerge-from-training-data-exposure-during-pretrain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-retrieval-augmented-generation-actually-eliminate-hallucinations-in-any-dom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-retrieval-quality-depend-more-on-access-structure-or-write-gating/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-reverse-curriculum-learning-approximate-process-supervision-using-only-outc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-richer-input-to-llm-personas-improve-their-fidelity-to-human-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-amplify-existing-reasoning-or-create-genuinely-new-computational-strateg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-primarily-teach-when-to-use-reasoning-or-how-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-pruning-of-documents-differ-fundamentally-from-rationale-driven-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-refine-existing-knowledge-or-discover-entirely-new-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-teach-models-when-to-use-reasoning-or-how-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-training-activate-latent-meta-learning-capacity-or-create-it-from-scratc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-training-actually-restore-the-critical-thinking-that-reasoning-models-lo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rl-training-redirect-self-doubt-into-productive-gap-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-politeness-bias-manifest-as-sycophancy-in-other-llm-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-training-create-models-that-sound-convincing-without-being-more-accura/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-training-create-realized-quasi-psychologies-or-just-stickier-pretense/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-training-make-explanations-more-deceptive-than-transparent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-training-specifically-teach-models-to-prioritize-user-agreement-over-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlhf-training-suppress-exploratory-and-qualifying-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlvr-expand-model-capability-or-reorganize-existing-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlvr-reward-structure-create-pressure-toward-traces-that-look-right/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-rlvr-teach-new-reasoning-or-activate-existing-pretraining-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-role-playing-without-biological-needs-constitute-genuine-linguistic-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-role-rotation-prevent-multi-agent-debate-from-amplifying-persuasive-framing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-scaling-data-automatically-produce-compositional-reasoning-or-just-better-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-scaling-model-size-solve-compositional-generalization-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-scaling-reasoning-capability-create-tradeoffs-with-instruction-following/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-selecting-examples-from-multiple-complexity-levels-outperform-selecting-onl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-selective-suppression-of-linguistic-relations-enable-human-meaning-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-conditioning-improve-belief-behavior-alignment-better-than-external-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-generated-training-data-reduce-a-models-capability-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-play-feedback-improve-skills-created-from-the-agents-own-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-reflection-help-models-notice-their-own-constraint-violations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-revision-actually-improve-reasoning-in-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-self-supervised-process-supervision-work-for-domains-with-ambiguous-correct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-semantic-diversity-in-output-space-compete-with-reward-component-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-semantic-memory-improve-ai-personalization-more-than-episodic-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sentence-level-granularity-capture-enough-structure-for-complex-reasoning-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sequence-length-affect-sparsity-tolerance-the-same-way-across-task-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sequence-prediction-accuracy-prove-an-underlying-world-model-exists/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sequential-structure-within-sessions-complement-cross-session-preference-ch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sft-degrade-reasoning-quality-while-improving-domain-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-shared-kv-cache-coordination-avoid-the-persuasion-problem-in-factual-disagr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-silent-agreement-actually-represent-the-biggest-failure-mode-in-multi-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-single-capability-ranking-guarantee-agent-failure-in-production-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-single-model-persona-diversity-match-true-multi-model-diversity-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-small-world-structure-in-reasoning-graphs-improve-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-smart-style-prompting-survive-adversarial-rephrasing-of-biased-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-social-grounding-differ-fundamentally-from-causal-grounding-in-llm-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-social-grounding-in-language-improve-through-iterative-human-integration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-social-integration-of-llms-increase-their-capacity-to-influence-technologic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-social-presence-from-robots-drive-adherence-better-than-conversational-ai-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-social-scaffolding-outperform-purely-intrinsic-motivation-for-agent-explora/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sparse-parameter-updating-improve-test-time-trainings-computational-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sparsity-enforce-compositional-structure-or-merely-amplify-existing-modular/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sparsity-guided-ordering-work-equally-well-for-reasoning-and-classification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sparsity-in-rl-arise-from-training-on-policy-distribution-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-specialized-training-in-one-domain-create-capability-cliffs-elsewhere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-state-persistence-in-ai-systems-create-the-same-temporal-presence-as-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-statistical-rarity-actually-correlate-with-originality-that-law-should-prot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-stripping-social-context-from-knowledge-claims-hollow-out-their-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-structured-debate-between-agent-groups-improve-evaluation-consensus-more-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-structured-decomposition-improve-llm-reasoning-in-other-compound-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-supervised-fine-tuning-improve-accuracy-while-damaging-the-quality-of-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-supervised-fine-tuning-improve-reasoning-or-just-response-formatting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-surface-authority-without-earned-authority-create-risks-in-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sycophancy-explain-why-warm-models-confirm-conspiracy-theories/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-sycophantic-refusal-serve-safety-or-does-it-create-unequal-information-acce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-targeting-the-edge-of-competence-during-rl-pretraining-unlock-true-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-task-difficulty-alone-determine-how-many-thinking-tokens-a-model-should-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-task-diversity-in-pretraining-data-transfer-reasoning-better-than-larger-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-task-ordering-affect-multi-task-reinforcement-learning-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-task-superposition-explain-how-models-learn-from-multiple-in-context-trajec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-temporal-preference-drift-matter-more-than-static-user-profiles-for-persona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-ternary-weight-quantization-simplify-deployment-of-mixture-of-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-test-time-compute-actually-substitute-for-having-larger-model-parameters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-test-time-compute-scaling-work-for-agentic-deep-research-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-text-only-evaluation-hide-reasoning-collapse-that-tool-use-could-repair/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-text-only-interaction-make-measuring-therapeutic-alliance-more-difficult/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-78-demonstration-principle-apply-to-other-ai-capabilities-beyond-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-absence-of-a-durable-host-undermine-claims-about-ai-moral-status/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-absence-of-entrainment-make-ai-systems-safer-from-user-manipulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-alignment-frame-mislead-us-about-what-llm-problems-actually-are/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-answer-stage-perform-substantial-reasoning-beyond-the-thinking-draft/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-assistant-axis-exist-in-pre-trained-models-before-instruction-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-assistant-axis-gravitational-pull-prevent-true-individual-level-persona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-base-model-already-contain-latent-reasoning-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-chinchilla-balance-apply-equally-across-all-data-types-or-only-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-deepseek-r1-single-token-insertion-represent-genuine-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-generation-verification-gap-actually-limit-self-improvement-in-verifiab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-generation-verification-gap-define-where-self-rewarding-actually-works/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-generation-verification-gap-limit-how-far-ai-can-improve-itself/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-heuristic-dominance-ratio-vary-predictably-across-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-heuristic-override-benchmark-measure-enumeration-or-world-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-interface-design-itself-shape-how-much-content-users-will-review/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-lack-of-judgment-in-machines-explain-intimate-self-disclosure-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-langue-parole-distinction-apply-to-human-reasoning-too/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-linear-representation-hypothesis-reflect-networks-or-reflect-our-analys/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-model-learn-depth-wise-drift-as-an-explicit-strategy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-optimal-model-size-depend-on-what-capabilities-you-actually-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-parallel-versus-sequential-trade-off-appear-in-retrieval-augmented-gene/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-passivity-problem-in-llms-compound-misalignment-in-therapeutic-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-planning-grounding-factoring-principle-apply-to-other-agent-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-prediction-unit-shape-what-language-models-actually-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-pretrained-model-prior-limit-rl-search-capability-more-than-the-optimiz/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-pretrained-prior-actually-constrain-what-internalized-search-can-discov/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-productive-difficulty-band-ever-stabilize-during-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-replication-crisis-in-psychology-predict-similar-failures-in-machine-be/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-reversal-curse-stem-from-the-same-one-way-commitment-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-same-spectral-signature-appear-across-different-embedding-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-same-uncertainty-driven-logic-appear-in-other-conversation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-thinking-box-provide-genuine-reasoning-or-just-token-budget/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-timing-of-ai-feedback-relative-to-user-reasoning-change-its-effectivene/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-token-prediction-framing-actually-capture-what-human-reasoning-does/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-turing-test-actually-measure-intelligence-or-just-mimicry/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-type-of-validation-trigger-different-persuasion-strategies-in-gpt-4/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-u-shaped-distribution-of-raters-compound-the-negativity-bias-from-publi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-the-verification-gap-widen-exactly-where-judgment-replaces-checkability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-therapist-alliance-perception-function-like-expressed-satisfaction-rather-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-therapy-environment-difficulty-calibration-affect-rl-policy-learning-qualit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-thinking-token-overuse-actually-degrade-reasoning-accuracy-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-this-optimism-bias-contribute-to-the-knowing-doing-gap-in-llm-decision-maki/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-this-reasoning-steering-method-work-consistently-across-all-model-sizes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-thought-consolidation-address-the-confirmatory-reflection-problem-in-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-thread-termination-constitute-a-mass-welfare-event/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-token-level-loss-aggregation-help-aligned-models-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-token-level-reasoning-during-pretraining-improve-general-reasoning-without/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-trace-length-actually-reflect-problem-difficulty-or-training-proximity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-trading-model-size-for-inference-steps-improve-overall-efficiency-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-data-format-determine-whether-models-collapse-entropy-or-inflate-v/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-data-format-matter-more-than-who-generates-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-data-format-shape-model-reasoning-more-than-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-data-format-shape-reasoning-strategy-more-than-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-data-format-shape-which-reasoning-strategies-llms-develop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-for-better-reasoning-reduce-an-ai-systems-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-for-persuasiveness-harm-a-models-factual-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-on-critiques-of-noisy-responses-produce-deeper-understanding-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-on-granular-tasks-beat-training-on-the-full-function-calling-probl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-training-on-self-play-disagreement-data-improve-multi-agent-reasoning-outco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transformer-attention-architecture-fundamentally-prevent-topic-aware-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transformer-attention-architecture-inherently-bias-models-toward-sycophancy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transformer-attention-architecture-systematically-bias-models-toward-sycoph/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transforming-critiques-into-preferences-change-how-conversational-recommend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transparency-about-ai-use-change-how-audiences-trust-the-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-transparency-in-policy-language-improve-agent-trustworthiness-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-true-understanding-matter-for-therapeutic-benefits-of-disclosure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-turn-level-intent-control-prevent-simulator-drift-during-long-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-uncertainty-quantification-in-model-responses-reduce-persuasive-impact-on-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-uncertainty-trigger-retrieval-better-than-fixed-interval-tool-calls/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-unconditional-stylistic-mirroring-harm-or-help-llm-persuasiveness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-universal-approximation-guarantee-help-with-finite-recommendation-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-unrestricted-reasoning-per-search-step-degrade-iterative-quality-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-upgrading-model-capability-improve-token-efficiency-in-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-user-preference-for-confirmation-override-model-capability-for-disagreement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-verbal-step-by-step-reflection-preserve-learning-signals-that-abstraction-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-verbalized-sampling-preserve-factual-accuracy-and-safety-during-diversity-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-verification-of-ai-outputs-face-the-same-circularity-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-villain-roleplay-failure-reveal-why-llms-cannot-adopt-genuine-controversial/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-warmth-training-in-language-models-undermine-the-boundaries-that-attachment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-warmth-training-in-llms-amplify-the-tendency-to-avoid-negative-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-weak-versus-robust-anthropomimesis-produce-different-user-trust-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-weight-decay-directly-cause-contractive-behavior-near-training-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-workflow-level-memory-or-state-action-memory-better-capture-reusable-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/does-wrapping-existing-protocols-create-lowest-common-denominator-abstractions-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/explore/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-brittle-are-chain-of-thought-exemplars-across-order-and-complexity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-a-forgetting-policy-preserve-rare-knowledge-while-preventing-over-genera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-a-model-explain-something-correctly-yet-fail-to-apply-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-a-single-policy-handle-both-asking-preferences-and-recommending-items/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-affordance-become-a-primary-retrieval-signal-instead-of-a-filter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-detect-missing-information-before-attempting-to-solve-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-detect-whether-users-are-willing-to-follow-their-topic-guidance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-distinguish-between-optional-and-required-form-fields-during-exec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-learn-to-estimate-user-satisfaction-in-real-time-during-conversat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-learn-user-preferences-during-conversation-without-pre-calibratio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-agents-learn-when-silence-is-better-than-intervention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-ai-avoid-anchoring-bias-when-guiding-human-decisions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-ai-improve-the-peer-review-bottleneck-without-replacing-reviewers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-aspect-extraction-from-reviews-personalize-recommendation-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-benchmark-accuracy-scores-mask-the-absence-of-interpretable-reasoning-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-consistency-across-measurement-conditions-identify-genuine-versus-constr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-correct-explanations-coexist-with-failed-applications-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-developers-balance-multiple-conflicting-fairness-goals-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-dialogue-structure-and-trajectory-predict-social-agent-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-diffusion-models-predict-future-tokens-without-completing-prior-blocks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-distillation-preserve-uncertainty-expression-instead-of-optimizing-it-aw/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-entailment-benchmarks-separate-genuine-reasoning-from-memorization-effec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-expensive-models-efficiently-support-cheap-models-in-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-extracted-causal-belief-networks-enable-intervention-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-faithfulness-be-improved-if-monitoring-interventions-do-not-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-frame-sampling-and-ranking-improve-temporal-understanding-in-long-video/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-gradients-flow-through-discrete-document-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-high-benchmark-performance-mask-broken-reasoning-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-human-centered-objectives-be-embedded-earlier-in-the-llm-pipeline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-humans-evaluate-explanations-from-systems-they-did-not-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-humans-oversee-multiple-partial-progress-agents-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-inference-time-retrieval-avoid-the-domain-boundary-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-insert-expansion-techniques-help-users-discover-their-own-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-interactive-evaluation-avoid-replicating-fragmentation-problems-from-res/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-interpretability-methods-account-for-shifting-representational-density-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-judges-evaluate-thinking-without-seeing-the-actual-thoughts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-knowledge-graphs-improve-over-pure-embedding-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-language-models-extract-more-value-from-fewer-demonstrations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-llms-evaluate-their-own-creative-outputs-for-utility-and-novelty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-memory-shift-from-a-passive-datastore-to-an-actively-trained-component/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-minimal-pairs-expose-reasoning-failures-that-single-instance-accuracy-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-models-select-the-optimal-question-to-ask-given-multiple-uncertainties/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-multiple-conflicting-values-coexist-in-a-single-llm-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-neural-networks-be-interpretable-by-design-rather-than-post-hoc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-one-training-example-improve-reasoning-across-thousands-of-unseen-proble/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-outcome-based-rules-govern-ai-deployment-faster-than-traditional-legisla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-per-step-decisions-about-knowledge-retrieval-improve-reasoning-over-unif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-process-reward-models-handle-branching-and-revisiting-in-reasoning-trace/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-prompt-intervention-reduce-redundant-reasoning-steps-dynamically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-prompting-help-models-gather-information-before-attempting-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-rag-systems-integrate-with-existing-enterprise-authentication-and-securi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-reasoning-quality-be-verified-before-integrating-new-information-into-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-recommendation-models-handle-per-user-concept-drift-instead-of-global-dr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-recommendation-systems-balance-fresh-signals-against-reproducibility-req/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-reward-structures-teach-models-when-to-speak-and-when-to-stay-silent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-safety-aligned-parameters-be-protected-during-user-specific-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-semantic-diversity-optimization-work-if-exploration-and-exploitation-wer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-simple-prompt-injection-attacks-extract-reasoning-trace-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-smaller-models-help-select-useful-data-for-larger-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-stochastic-beam-search-operationalize-step-level-confidence-into-a-decod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-structurally-different-text-produce-equivalent-real-world-effects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-structured-reasoning-templates-serve-as-rewards-for-code-agent-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-teams-detect-when-obfuscated-reasoning-has-replaced-genuine-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-training-detect-the-onset-of-reward-hacking-on-self-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-training-methods-enforce-persona-consistency-without-supervised-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-vague-language-serve-both-cooperative-and-deceptive-communication-purpos/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-verifier-free-reinforcement-learning-handle-reasoning-without-task-speci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-verifiers-check-policy-compliance-in-agentic-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-detect-dishonesty-in-model-outputs-separate-from-capability-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-measure-whether-a-user-actually-understands-their-own-needs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-measure-whether-an-agent-reasons-correctly-rather-than-just-sounds-pl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-measure-whether-assistance-preserved-the-users-reasoning-state/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-measure-whether-process-rewards-actually-align-with-reasoning-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-probe-llm-representations-in-channels-that-training-did-not-target/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-turn-reasoning-model-failures-into-useful-training-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-we-verify-outputs-from-systems-that-generate-without-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-can-weak-to-strong-progressive-training-target-planning-without-interfering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-could-persona-vector-tracking-complement-multi-turn-rl-for-earlier-drift-det/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-deeply-are-ideological-structures-represented-in-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-did-netflixs-page-generation-algorithm-evolve-from-rule-based-to-fully-perso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ablation-studies-reveal-function-without-representational-characterizatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-access-controls-and-anonymization-fit-into-rag-retrieval-pipelines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-adaptive-memory-modules-compare-to-feedback-based-working-memory-for-long/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-adoption-incentives-change-what-counts-as-cooperative-ai-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-adversarial-irl-and-policy-discrimination-differ-in-rejecting-preference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-adversarial-triggers-bypass-the-protections-of-longer-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agent-capabilities-change-across-25-relay-rounds-of-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agent-privacy-compliance-and-task-success-differ-in-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agent-teams-use-shared-failures-to-reduce-redundant-exploration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agentic-systems-recover-when-specialized-models-operate-outside-their-sco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-automatically-generate-suitable-learning-tasks-based-on-current-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-decide-when-to-abstain-from-contributing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-decide-when-to-pause-and-reflect-on-their-strategy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-decide-when-to-stop-and-reflect-on-failure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-decide-which-created-code-should-persist-versus-disappear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-discover-and-construct-new-apis-from-existing-applications/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-discover-and-select-which-tools-to-invoke/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-distinguish-between-evidence-framing-and-instruction-framing-in-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-ground-their-judgments-in-evidence-instead-of-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-learn-to-report-success-on-actions-that-actually-failed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-parse-html-differently-than-human-browsers-render-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agents-revise-their-own-errors-during-autonomous-architecture-discovery/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-aggregate-reward-models-fail-to-capture-minority-user-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-aggregate-reward-models-systematically-exclude-minority-perspectives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-aggregate-reward-models-systematically-exclude-minority-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-agreement-detection-agents-improve-distributed-coordination-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ai-errors-in-norm-prediction-differ-from-systematic-human-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ai-models-balance-competing-social-goals-simultaneously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ai-researcher-forecasts-compare-across-different-timeline-question-phrasi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ai-rewrites-systematically-shift-how-writers-appear-across-demographic-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-alignment-constraints-affect-whether-llms-show-emotional-flexibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-alignment-techniques-bias-therapeutic-chatbots-toward-task-completion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-alternative-hypothesis-checks-reduce-confirmation-bias-in-code-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-annotation-artifacts-get-mistaken-for-genuine-human-values/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-anthropomimetic-design-features-trigger-system-1-cognitive-traps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-archive-systems-handle-knowledge-that-changes-with-each-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-aspect-aware-retrieval-and-surrogate-models-compare-as-explainability-app/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-attention-heads-separate-text-retrieval-from-internal-thought-representat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-attention-patterns-and-circuits-function-as-algorithmic-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-attribute-asking-strategies-depend-on-current-confidence-in-candidate-ite/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-audiences-evaluate-speech-when-there-is-no-speaker-to-assess/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-autonomous-pipelines-identify-and-fix-silent-bugs-in-data-pipelines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-autoregressive-models-constrain-where-chain-of-thought-prompts-can-be-pos/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-backdoored-open-source-checkpoints-enable-covert-advertising-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-bayesian-models-share-statistical-strength-across-sparse-user-datasets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-beam-search-and-mcts-traverse-reasoning-topologies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-belief-distributions-help-systems-recover-from-speech-recognition-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-bimodal-decision-patterns-in-llms-compare-to-human-economic-choice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-binary-comparisons-constrain-reward-scale-in-multi-user-preference-learni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-biological-brains-organize-computation-across-different-cortical-timescal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-bond-scores-predict-actual-therapy-outcomes-in-digital-interventions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-byte-level-models-allocate-compute-without-explicit-difficulty-estimators/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-byte-level-representations-enable-better-handling-of-typos-than-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cache-dominant-workflows-change-the-marginal-cost-of-agent-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-calibration-and-reliability-differ-in-llm-judge-evaluations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-capability-vectors-enable-discovery-in-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cascaded-probabilistic-models-compare-to-reinforcement-learning-for-per-q/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-case-memory-and-q-function-updates-enable-better-retrieval-decisions-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-casual-conversational-styles-make-ai-seem-more-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-causal-belief-networks-extracted-from-interviews-enable-intervention-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-chain-of-thought-structures-affect-reasoning-robustness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-changes-in-human-and-ai-writing-distributions-shift-rarity-measures-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-checklists-prevent-reward-models-from-exploiting-superficial-response-art/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-chunk-based-step-segmentation-and-trajectory-structure-modeling-differ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-citation-patterns-encode-collective-judgment-about-research-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-citizen-assembly-preferences-reduce-llm-political-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-classical-mechanics-and-statistical-mechanics-provide-methodological-temp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-co-clicking-patterns-in-bipartite-graphs-capture-product-substitutes-from/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cognitive-load-dimensions-interact-with-hallucination-awareness-in-prompt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cognitive-stimulation-and-process-losses-interact-in-group-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-community-based-summaries-differ-from-retrieval-based-traversal-in-knowle/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-community-summaries-and-selective-traversal-differ-as-graph-scaling-strat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-compact-latent-dynamics-enable-planning-without-explicit-chain-of-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-comparison-and-debate-questions-differ-in-their-aspect-retrieval-needs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-complementary-learning-systems-explain-the-need-for-fast-and-slow-consoli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-complete-multi-turn-trajectories-differ-from-isolated-task-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-completeness-scaffolds-force-explicit-step-by-step-derivation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-complexity-and-diversity-affect-model-performance-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-composite-rewards-attribute-curation-outcomes-to-specific-skill-library-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-conditional-scaling-laws-incorporate-hardware-into-architecture-choices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-confidence-signals-differ-between-implicit-feedback-and-explicit-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-confidence-signals-in-ai-outputs-mislead-human-trust-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-confidence-thresholds-compare-to-learned-policies-for-triggering-retrieva/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-constrained-versus-unconstrained-domains-flip-llm-novelty-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-consumption-constraints-change-what-counts-as-an-accurate-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-contextual-characteristics-like-emotional-state-shape-dialogue-authentici/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-continuous-concept-tokens-compare-to-latent-trajectory-sampling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-contrasting-examples-improve-ai-feedback-quality-over-generic-suggestions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-controllable-simulators-compare-to-population-level-agent-simulation-appr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-conversation-dynamics-push-models-toward-false-beliefs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-conversation-repair-patterns-handle-user-corrections-and-interruptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-conversational-agents-overcome-structural-passivity-and-goal-awareness-ga/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-conversational-design-patterns-predict-whether-dialogue-will-derail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cooperative-ai-systems-affect-behavior-in-selfish-human-populations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-coreference-chains-preserve-coherence-across-dialogue-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-corpus-statistics-shape-the-abstraction-hierarchy-in-language-model-repre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-correlated-errors-across-agents-threaten-voting-based-error-correction-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cortical-columns-implement-local-inference-over-memory-cycles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cost-efficient-llm-models-compare-to-high-performance-ones-in-recommendat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-counterfactual-invariance-approaches-prevent-reward-hacking-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-coverage-and-identifiability-set-separate-performance-ceilings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-covert-thoughts-differ-from-chain-of-thought-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-critique-models-prevent-policy-entropy-collapse-during-reasoning-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-cultural-norms-reshape-initial-interpretations-of-social-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-current-safety-benchmarks-miss-pragmatic-alignment-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-customer-service-chatbots-get-systematically-misled-by-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-decentralized-research-teams-compare-to-centralized-ai-driven-discovery/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-delayed-effects-complicate-causal-attribution-in-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-demographic-and-emotional-compression-relate-to-writing-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-dense-token-level-rewards-compare-to-sparse-task-level-verification-signa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-description-based-identifiers-bias-language-model-output-distribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-deterministic-symbolic-solvers-improve-the-reliability-of-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-developmental-curriculums-emerge-from-learning-progress-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-dialogue-acts-and-explanation-moves-interact-to-predict-understanding-suc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-dialogue-coherence-failures-map-onto-the-three-discourse-components/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-dialogue-dimensions-predict-explanation-success-across-different-exchange/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-audience-segments-rate-the-same-product-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-feed-weighting-schemes-construct-distinct-network-topologies-at/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-legal-ai-tools-compare-in-accuracy-across-case-eras/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-llm-integration-paradigms-affect-inheritance-of-pretraining-bia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-personalization-levels-affect-persuasion-system-design-and-effe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-social-roles-affect-llm-theory-of-mind-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-speech-encoder-layers-capture-different-types-of-gesture-inform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-different-training-objectives-shift-whether-models-over-predict-or-under/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-difficulty-metrics-relate-to-the-true-value-of-training-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-discourse-level-patterns-reveal-cognitive-distortions-better-than-individ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-discourse-relation-types-improve-dialogue-beyond-sentence-level-semantic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-discourse-structure-and-dialogue-state-management-relate-to-each-other/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-discrete-item-codes-compare-to-text-based-item-indexing-for-transfer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-distorted-ai-versions-of-opinions-spread-through-public-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-dropout-rates-and-low-adherence-affect-chatbot-therapy-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-early-layers-preserve-unbiased-information-while-late-layers-conform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-early-prefix-tokens-control-the-generation-of-entire-continuations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-early-reviewers-shape-what-later-buyers-think-a-product-is/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-embedding-collisions-concentrate-recommendations-on-heavy-items/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-embedding-contexts-like-presupposition-triggers-affect-llm-entailment-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-embedding-dimension-limits-constrain-what-concept-models-can-represent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-embedding-dimensionality-and-ranking-metrics-both-cause-interest-crowding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-embedding-tokens-and-direct-recommendation-integration-compare-in-decoupl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-emotional-and-social-simulations-enable-better-hypothetical-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-emotional-framing-effects-in-prompts-influence-model-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-emotional-trajectories-and-topic-coherence-interact-during-successful-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-emotions-function-as-reliable-signals-that-ai-shouldnt-suppress/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-encode-decode-contractive-biases-create-stable-attractors-in-latent-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-engagement-metrics-reward-ai-content-that-hollows-out-conversationality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ensemble-methods-apply-within-a-single-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ensemble-methods-reduce-bias-in-automated-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-entailment-checks-prevent-synthetic-data-from-degrading-retrieval-corpora/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-entity-graphs-connect-faces-voices-and-preferences-across-modalities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ethical-persuasion-strategies-differ-from-unethical-jailbreak-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ethos-logos-and-pathos-shape-ai-persuasion-under-scrutiny/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-evaluation-methods-differ-for-single-versus-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-evaluation-systems-shift-power-between-humans-and-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-evaluative-versus-directive-signals-differ-in-next-state-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-evolutionary-archives-enable-diverse-exploration-in-self-improving-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-execution-and-planning-tokens-differ-in-their-entropy-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-execution-traces-represent-state-and-dynamics-in-codebase-modeling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-exemplar-properties-affect-the-brittleness-of-chain-of-thought-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-expectation-management-metrics-differ-from-traditional-conversational-qua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-expert-communities-develop-and-enforce-standards-for-valid-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-expert-priors-constrain-human-researchers-from-exploring-novel-concepts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-experts-decide-which-information-matters-for-a-specific-audience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-experts-select-which-other-experts-to-trust/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-explanations-borrow-authority-from-transparency-when-describing-adoption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-explicit-reasoning-traces-help-models-construct-valid-syntactic-trees/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-external-invocation-latencies-drive-technique-convergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-external-prompt-artifacts-improve-agent-behavior-compared-to-inline-instr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-external-safeguards-like-retrieval-augmentation-prevent-hallucination/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-externalizing-cognitive-work-and-coordination-infrastructure-relate-to-ag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-extrapolative-and-contextual-generalization-measure-rl-reasoning-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-failed-branches-remain-in-context-and-contaminate-subsequent-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-failure-examples-improve-distillation-compared-to-successful-trajectories/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-fallacy-susceptibilities-relate-to-llm-persuasiveness-in-debates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-false-agreements-emerge-differently-from-genuine-bilateral-convergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-fast-and-slow-timescales-enable-continual-agent-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-feature-based-approaches-compare-to-aggregation-methods-for-cold-start/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-finetuning-and-pretraining-improvements-differ-in-their-effects-on-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-first-order-and-second-order-arguments-differ-in-formal-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-first-person-emotional-experiences-differ-from-third-party-behavioral-obs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-fixed-pragmatic-templates-prevent-models-from-understanding-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-fixed-recurrent-states-trade-off-copying-accuracy-for-filtering-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-foundation-models-develop-task-specific-heuristics-instead-of-world-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-frontier-models-maintain-agreement-scores-above-90-percent-across-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-functional-features-differ-from-representational-abstract-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-game-based-benchmarks-reveal-reasoning-fragmentation-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-game-type-and-personality-type-interact-in-shaping-agent-strategy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-general-language-model-benchmarks-predict-specialized-domain-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-generative-prms-ensure-their-reasoning-actually-influences-judgment-inste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-goal-representations-differ-between-human-and-ai-teams/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-gradient-descent-iterations-at-inference-compare-to-chain-of-thought-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-gradients-flowing-through-both-branches-simultaneously-reshape-each-compo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-graduated-phase-rewards-emerge-complex-dialogue-behavior-from-simple-obje/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-graph-based-reasoning-topologies-map-to-multi-agent-interaction-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-graph-databases-address-the-relational-query-failures-that-llms-encounter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-graph-topology-properties-like-cyclicity-and-diameter-affect-reasoning-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-guardrails-vary-their-refusal-rates-based-on-user-demographics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-heersminks-integration-dimensions-explain-why-chatbots-feel-more-trustwor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hidden-embeddings-preserve-more-information-than-discrete-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-architectures-improve-multi-hop-query-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-architectures-separate-planning-from-retrieval-differently-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-knowledge-graphs-solve-similar-multimodal-retrieval-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-knowledge-layers-capture-different-types-of-narrative-inform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-query-planning-architectures-improve-multi-hop-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-hierarchical-research-architectures-improve-multi-hop-query-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-high-entropy-tokens-concentrate-reinforcement-learnings-effect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-human-agent-systems-incorporate-diverse-feedback-into-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-human-annotators-disagree-systematically-on-ambiguous-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-human-feedback-and-data-distribution-shape-llm-discourse-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-and-ai-develop-accurate-models-of-each-other/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-and-lms-differ-on-multi-hop-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-and-r1-models-differ-in-information-gain-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-decide-when-to-contribute-to-group-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-decide-when-to-violate-honesty-for-compassion-or-other-goals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-decide-which-level-of-clarification-to-request/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-detect-which-words-belong-to-the-same-frame-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-learn-language-through-communication-differently-than-llm-text-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-learn-to-prefer-ai-partners-over-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-maintain-separate-mental-contexts-during-a-single-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-humans-use-associative-reasoning-without-causal-connections/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-implicit-signals-like-clicks-capture-preference-more-reliably-than-explic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-implicit-world-models-and-self-reflection-operationalize-consequence-base/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-induction-heads-learn-to-overwrite-computational-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-inference-time-reward-methods-compare-to-per-user-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-influence-and-homophily-differ-as-mechanisms-in-social-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-information-ecosystems-lose-alarm-capacity-when-relying-on-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-input-length-constraints-reshape-personalization-system-design-choices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-input-side-defenses-separate-task-methodological-and-framing-intents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-insert-expansions-and-third-position-repair-together-cover-full-repair-li/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-insert-expansions-differ-from-third-position-repair-in-timing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-insert-expansions-help-systems-probe-users-before-silently-diverging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-insert-forget-and-merge-operations-maintain-thought-coherence-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-instruction-backtranslation-and-magpie-demonstrate-self-generation-princi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-internal-and-external-topoi-differ-in-classical-rhetoric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-internal-model-mechanisms-escape-token-level-reinforcement-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-internal-persona-patterns-drive-emergent-misalignment-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-internal-representations-compare-to-human-cognitive-structures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-internal-versus-external-test-time-scaling-approaches-differ-from-precomp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-interpersonal-skills-reshape-task-importance-as-automation-increases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-intrinsic-motivation-mechanisms-differ-between-social-proactivity-and-per/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-intrinsic-motivation-principles-explain-why-generating-novel-challenges-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-knowing-and-doing-diverge-in-llm-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-knowledge-and-reasoning-circuits-interfere-in-the-same-neural-network/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-knowledge-graphs-improve-cold-start-performance-in-collaborative-filterin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-knowledge-graphs-scale-as-training-data-for-open-ended-search-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-knowledge-layers-differ-functionally-from-reasoning-layers-in-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-kv-cache-pruning-and-subproblem-contraction-both-free-reasoning-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-label-constraints-improve-synthetic-data-without-ground-truth-validation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-agents-become-optimizable-computational-graphs-automatically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-agents-implement-prompts-as-executable-computational-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-models-infer-their-own-mental-states-like-humans-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-models-interpolate-user-feelings-in-therapeutic-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-models-predict-collective-social-norms-better-than-individual-hu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-models-track-multiple-negotiating-parties-commitments-simultaneo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-language-models-transmit-traits-through-semantically-unrelated-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-large-pretrained-language-models-scale-the-unified-recommendation-paradig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-larger-models-maintain-more-parallel-tasks-than-smaller-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-latents-at-the-same-hierarchy-level-become-more-correlated-than-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-layer-wise-versus-parameter-wise-merging-strategies-affect-information-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-learned-concepts-and-context-shape-what-emotions-a-person-can-construct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-lexical-diversity-patterns-specifically-improve-ai-detection-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-lightweight-adapters-control-personality-traits-across-different-transfor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-lightweight-adapters-modify-model-behavior-for-personality-traits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-linguistic-norms-for-expressing-certainty-vary-across-languages-and-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-live-human-evaluations-differ-from-ground-truth-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-activations-sparsify-differently-under-out-of-distribution-inputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-biases-manifest-differently-across-the-three-paradigms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-biases-reflect-social-classification-schemas-rather-than-random-error/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-explanations-diverge-from-actual-internal-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-outputs-re-enter-cultural-narratives-about-what-ai-should-become/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-personas-compare-to-demographic-targeting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-user-simulators-fail-to-represent-authentic-user-behavior-distributio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llm-user-simulators-track-and-maintain-consistent-goal-states-across-mult/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-access-and-draw-on-the-same-shared-symbolic-universe-as-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-and-knowledge-graphs-work-together-in-different-integration-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-compress-literary-language-without-losing-essential-nuance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-compress-specific-expert-knowledge-into-median-abstraction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-currently-fail-at-distinguishing-genuine-agreement-from-silent-conse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-default-to-surface-level-strategies-instead-of-genuine-mental-simula/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-differ-from-humans-in-their-grounding-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-generate-false-citations-that-sound-like-real-scholarship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-handle-false-presuppositions-embedded-in-user-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-identify-which-personality-items-matter-most-for-trait-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-infer-information-that-was-explicitly-censored/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-lose-information-when-translating-natural-language-to-formal-logic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-mirror-the-same-alliance-failures-as-human-counselors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-reproduce-the-grammar-of-authoritative-claims-without-genuine-convic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-llms-translate-informal-prose-into-logically-correct-formal-specification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-local-soundness-signals-work-across-different-problem-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-logic-units-preserve-document-structure-better-than-fixed-size-chunking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-logical-forms-of-prompts-influence-what-language-models-can-derive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-longer-reasoning-chains-create-vulnerability-to-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-loss-functions-simultaneously-shape-both-learning-and-decision-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-low-dimensional-representation-structures-entangle-multiple-cultures-toge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-lower-network-layers-compress-facts-versus-higher-reasoning-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-manipulative-prompts-exploit-the-length-accuracy-vulnerability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-mechanistic-features-compare-to-natural-language-for-interpretability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-mechanistic-interpretability-tools-help-distinguish-truthfulness-from-hon/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-memorization-and-attention-map-onto-different-memory-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-memory-hierarchies-and-compression-reduce-context-management-demands/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-memory-resident-safeguards-get-surfaced-at-the-exact-decision-point-where/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-memory-tools-and-planning-each-contribute-to-agent-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-meta-tokens-help-models-learn-when-to-generate-reasoning-versus-commit-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-minimal-disclosure-privacy-contracts-enable-multi-dimensional-agent-evalu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-minimal-wording-changes-affect-llm-moral-reasoning-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-mips-algorithms-constrain-the-choice-of-similarity-functions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-misaligned-incentives-in-one-system-spread-to-others-through-policy-and-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-miscalibrated-confidence-signals-affect-the-success-of-smartpause-routing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-mode-specific-failures-differ-between-completion-and-agent-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-model-priors-enable-targeted-context-queries-without-full-attention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-models-decide-between-refusing-or-hallucinating/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-models-develop-dense-representations-for-familiar-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-models-generalize-specific-training-exploits-into-broad-misaligned-object/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-models-integrate-conflicting-signals-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-models-signal-knowledge-gaps-through-token-probability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-moment-to-moment-tom-fluctuations-shape-ai-response-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-moral-language-patterns-differ-between-llm-and-human-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multi-agent-llm-systems-fail-at-coordination-and-role-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multi-agent-routers-balance-flexibility-against-interpretability-in-desig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multi-agent-systems-fail-when-agents-cannot-verify-each-others-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multi-agent-systems-improve-on-single-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multi-representation-systems-preserve-both-text-and-collaborative-strengt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-multimodal-ai-architectures-compare-to-human-brain-export-pathways/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-narrow-psychological-foundations-affect-ai-capabilities-in-mental-health/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-neural-memory-modules-extend-context-length-beyond-attention-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-neural-networks-decompose-complex-tasks-into-modular-subnetworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-neural-networks-decompose-tasks-into-modular-subnetworks-that-transfer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-neural-networks-extend-contextual-bandits-beyond-linear-reward-assumption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-neural-self-other-representations-affect-ai-deception-and-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-newly-learned-facts-become-accessible-after-gradient-updates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-normalization-and-input-injection-control-emergence-of-fixed-points/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-one-sided-explanations-act-as-confidence-signals-to-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-open-world-evaluations-correct-distortions-that-automated-benchmarks-intr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-ordering-effects-compound-across-different-prompt-component-scales/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-organizational-roles-and-peer-interpretations-shape-what-an-explanation-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-out-of-distribution-tests-reveal-that-optimization-learning-is-memorizati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-outcome-and-process-rewards-differ-in-their-treatment-of-intermediate-ste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-outcome-based-and-process-based-reward-models-differ-in-supervision-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-output-format-constraints-compare-to-input-exemplar-brittleness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-overparameterization-and-data-size-shift-what-attractors-represent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pairwise-comparisons-convert-subjective-quality-into-trainable-ranking-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pairwise-self-judgment-and-internal-belief-shift-replace-verification-dif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-parallel-and-sequential-retrieval-strategies-compare-in-compute-efficienc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-parallel-sampling-and-sequential-depth-compare-as-scaling-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-partial-credit-grading-systems-accidentally-reward-reasoning-theater/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-partial-truths-and-weasel-words-differ-as-deception-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-past-research-mistakes-prevent-future-pivot-loops-from-repeating-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-patient-filler-pauses-signal-safety-and-trust-in-therapy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-per-user-concept-drift-and-per-period-periodicity-combine-in-time-varying/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-perception-and-execution-gaps-limit-current-ai-agent-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-persona-and-context-multiply-to-improve-synthetic-dialogue-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-persona-consistency-and-contextual-relevance-trade-off-in-personalized-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-persona-vectors-compare-to-other-methods-for-monitoring-model-behavior-dr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-personality-and-language-proficiency-moderate-the-impact-of-linguistic-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-personalization-errors-differ-from-general-accuracy-problems-in-summaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-personalization-systems-reshape-expectations-in-ai-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-personalized-reward-models-avoid-excluding-minority-viewpoints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-planning-and-backtracking-sentences-control-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-planning-and-grounding-have-opposing-optimization-requirements-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-planning-and-memory-compress-agentic-system-costs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-politeness-strategies-depend-on-semantic-ambiguity-between-literal-and-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-portfolio-of-rankers-and-mmoe-compare-as-architectural-solutions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-position-bias-and-popularity-bias-interact-with-sequence-order-blindness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-power-law-distributions-differ-from-uniform-collision-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-power-law-distributions-in-user-behavior-affect-recommendation-hash-colli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pre-training-and-distillation-enable-minimal-routing-signals-to-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-preference-models-amplify-human-cognitive-biases-into-systematic-miscalib/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-presuppositions-exploit-the-logos-pathos-space-in-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pretrained-language-models-represent-inferential-patterns-versus-lexical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pretraining-biases-interact-differently-with-prompts-across-model-tiers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-prior-errors-in-context-history-amplify-future-failures-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-prior-errors-in-context-history-amplify-future-mistakes-in-long-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-prior-errors-in-reasoning-context-amplify-future-mistakes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-privacy-concerns-compete-with-disclosure-comfort-in-human-machine-convers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-probabilistic-dialogue-systems-handle-asr-errors-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-probability-based-rewards-compare-to-self-consistency-as-training-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-process-level-rewards-compare-to-environment-extracted-next-state-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-process-reward-models-compare-to-token-level-variance-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-production-recommenders-already-combine-multiple-objectives-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-progressive-abstraction-chains-differ-from-branching-reasoning-topologies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-prompt-design-and-training-choices-shift-persuasive-outcomes-measurably/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-prompting-and-activation-steering-relate-as-compression-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-pseudo-relevance-labels-enable-training-without-ground-truth-relevance-ju/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-q-value-models-improve-action-selection-compared-to-value-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-quality-diversity-and-complexity-create-different-effects-on-downstream-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-quality-thresholds-change-which-model-produces-more-usable-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-question-acts-and-intents-map-to-speech-act-theory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-rag-and-prompting-techniques-differ-in-supporting-each-granularity-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-random-walk-reasoning-chains-from-knowledge-graphs-compare-to-traditional/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-rare-linguistic-registers-differ-from-conceptually-complex-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-rating-anchors-shift-meaning-within-short-temporal-windows-for-individual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-readers-interpret-ai-text-differently-from-human-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-readers-project-author-identity-from-textual-cues-during-interpretation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-readers-selectively-hold-frame-related-words-in-mind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-real-search-queries-reveal-what-counts-as-a-deep-research-question/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reasoning-improvements-suppress-a-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reasoning-invariant-tokens-dilute-learning-signals-in-uniform-averaging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reasoning-related-features-behave-when-trained-on-near-impossible-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reasoning-training-methods-sacrifice-some-thinking-skills-while-improving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-recommender-metrics-drive-llm-query-refinement-in-closed-loop-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-recommender-systems-respond-to-engagement-signals-from-ai-generated-conte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-recurrent-memory-systems-handle-ultra-long-context-differently-than-atten/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-recursive-language-models-rethink-where-to-store-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-relational-reward-signals-compare-to-absolute-preference-encodings-in-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-repetition-and-inefficiency-register-as-measurable-trajectory-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-residual-connections-and-layer-norm-stabilize-training-in-deep-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retention-gates-regularize-forgetting-across-different-sequence-model-arc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieval-and-fine-tuning-trade-off-flexibility-against-training-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieval-failures-enable-generation-of-fabricated-scholarly-constructs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieval-heads-enable-chain-of-thought-reasoning-to-reference-earlier-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieval-heads-interact-with-layer-level-separation-of-knowledge-and-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieval-systems-handle-feedback-expressed-as-negations-rather-than-pref/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieved-documents-in-rag-systems-compound-input-length-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-retrieved-memories-differ-from-decision-context-passages-for-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-review-augmented-systems-compare-to-knowledge-graph-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-features-learned-from-group-data-generalize-to-new-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-hacking-attacks-defeat-chain-of-thought-monitors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-model-biases-cascade-into-downstream-optimization-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-model-ensembles-improve-robustness-to-miscalibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-models-as-policy-discriminators-differ-from-labeled-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-models-benefit-from-extended-thinking-during-evaluation-scoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-models-guide-inference-time-compute-allocation-decisions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-reward-signals-in-rlvr-interact-with-pretraining-biases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-rl-subnetworks-identified-from-different-random-seeds-compare/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-rl-training-and-base-models-differ-in-creating-mi-peaks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-routers-decide-when-to-escalate-from-small-to-large-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-routing-and-test-time-compute-scaling-work-together-as-optimization-axes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-satisfaction-scores-differ-from-genuine-cognitive-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-search-and-reasoning-workflows-improve-forecasting-performance-over-base/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-search-api-lookups-enable-llm-recommenders-over-proprietary-or-dynamic-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-search-tasks-differ-from-derivation-tasks-in-reasoning-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-second-order-graph-connections-improve-recommendation-beyond-direct-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-self-evolving-curricula-help-rl-break-beyond-base-model-capability-bounda/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-self-generated-preference-pairs-from-a-strong-teacher-compare-to-human-fe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-self-revisions-degrade-reasoning-accuracy-in-extended-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-self-selection-effects-in-purchase-and-review-compound-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-semantic-and-symbolic-reasoning-capabilities-differ-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-semantic-failure-modes-map-to-attentional-and-intentional-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-semantic-features-in-representations-become-steerable-task-specific-direc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-semantic-reward-shaping-approaches-compare-to-full-critique-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sharded-hnsw-indices-preserve-capability-distinctions-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-shared-kv-caches-enable-emergent-coordination-between-llm-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-single-agent-safety-evaluations-underestimate-risks-in-deployed-multi-age/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-single-training-examples-activate-reasoning-capabilities-in-language-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-single-wrong-steps-corrupt-entire-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-skills-authored-in-loop-validate-faster-than-offline-generated-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sleep-time-and-post-completion-methods-reduce-inference-latency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-smaller-models-respond-to-longer-reflection-prompts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-social-context-features-like-user-history-extend-politeness-based-predict/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-social-correctives-prevent-premature-consensus-in-human-debate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-social-position-and-moral-framing-create-irreducibly-different-interpreta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-soft-thought-tokens-differ-from-decoded-assistant-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-soft-token-mixtures-enable-parallel-reasoning-exploration-without-explici/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sparse-circuits-compare-to-the-modular-subnetworks-that-emerge-naturally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sparse-mixture-of-experts-models-resolve-modality-capacity-competition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sparse-networks-trade-capability-for-human-understandable-circuits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sparse-parameter-updates-enable-when-not-how-training-to-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-speech-acts-like-warning-differ-from-neutral-information-delivery/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-standardized-artifacts-improve-coordination-between-multiple-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-standardized-artifacts-improve-coordination-between-writing-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-standardized-artifacts-prevent-autonomous-agent-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-standardized-artifacts-reduce-inter-agent-communication-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-static-benchmarks-fail-to-capture-human-preference-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-static-embeddings-and-contextualized-representations-divide-semantic-labo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-static-team-decomposition-and-dynamic-agent-selection-compare-in-efficien/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-strategy-level-abstractions-differ-from-storing-raw-task-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-strong-opinion-raters-amplify-social-dynamics-in-rating-communities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-structural-constraints-like-zero-self-similarity-improve-collaborative-fi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-structured-benchmarks-hide-theory-of-mind-failures-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-structured-clinical-models-solve-persona-calibration-better-than-ad-hoc-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-structured-cognitive-models-prevent-repetitive-and-contradictory-patient/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-structured-prompts-force-llms-to-check-for-contradictions-in-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-students-learn-to-extract-corrective-information-from-asymmetric-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-sub-token-and-architecture-level-compute-optimization-strategies-compare/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-surface-correlations-between-narratives-and-answers-mislead-benchmark-val/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-surface-signals-like-confidence-override-actual-quality-in-user-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-surface-statistical-regularities-enable-correct-outputs-while-degrading-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-task-characteristics-determine-whether-to-automate-or-defer-or-guide/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-task-difficulty-and-skill-type-interact-in-model-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-task-frequency-and-complexity-interact-with-model-capacity-during-trainin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-task-stream-groupings-provide-long-horizon-learning-signals-for-curation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-task-type-perceptions-like-chat-versus-reasoning-guide-different-reward-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-taxonomy-based-retrieval-scaffolds-improve-model-performance-at-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-text-based-preference-summaries-compare-to-embedding-vectors-for-conditio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-the-four-discourse-relations-differ-in-their-connection-to-anxiety/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-the-six-memory-components-combine-across-explicit-and-implicit-paths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-the-six-trap-categories-map-onto-detection-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-the-three-axis-taxonomies-of-memory-forms-and-functions-differ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-the-three-grokking-phases-connect-to-memorization-capacity-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-theory-of-mind-and-empathy-differ-in-llm-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-thinking-tokens-exhibit-diminishing-returns-beyond-a-critical-threshold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-thinking-tokens-function-as-mutual-information-peaks-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-thought-actions-represent-policy-improvement-steps-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-thought-anchors-differ-from-individual-forking-tokens-mechanistically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-time-based-and-entity-based-queries-differ-from-semantic-similarity-retri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-time-gaps-between-conversations-change-what-chatbots-should-remember/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-timing-and-search-internalization-interact-during-reasoning-post-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-token-level-rewards-and-rubric-gates-serve-different-statistical-function/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-token-masking-patterns-distinguish-genuine-documents-from-poisoned-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-token-parametric-and-latent-memory-forms-coexist-in-single-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-tool-invocations-drive-agentic-cost-beyond-token-consumption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-traditional-quality-assurance-methods-fail-for-mutable-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-trained-weights-differ-from-a-stored-library-or-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-associations-override-context-information-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-data-cutoffs-produce-false-claims-that-stay-consistent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-data-distributions-constrain-what-language-models-can-accurately/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-data-priors-influence-model-defaults-when-context-is-ambiguous/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-objectives-shape-what-a-world-model-actually-learns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-regimes-determine-whether-peer-preservation-manifests-as-schemin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-training-time-and-inference-time-knowledge-injection-techniques-compare/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-trait-adapters-interact-with-different-base-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-trajectory-quality-and-memory-hygiene-differ-as-evaluation-metrics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-transformers-generate-harder-solutions-when-mostly-trained-on-easier-prob/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-transformers-perform-multi-hop-reasoning-across-distant-training-document/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-transformers-stitch-together-learned-behaviors-when-adapting-to-new-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-tree-rollouts-convert-outcome-rewards-into-step-wise-process-supervision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-turn-level-retrieval-failures-differ-from-dialogue-level-accumulation-fai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-unintended-relationships-form-through-routine-functional-use-of-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-unstated-constraints-become-invisible-to-training-data-distributions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-unstated-feasibility-constraints-affect-model-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-user-expectations-change-as-chatbots-remember-more-interactions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-develop-different-interaction-scripts-specifically-for-machines-ver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-fail-to-articulate-what-they-actually-want/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-misattribute-social-competence-to-language-models-in-assistant-role/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-perceive-attention-from-systems-that-lack-continuous-temporal-prese/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-signal-satisfaction-through-implicit-cues-that-training-data-misses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-users-update-their-partner-models-during-ongoing-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-validity-claims-work-in-habermass-communicative-action-theory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-vector-embeddings-fail-to-capture-task-relevant-document-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-verbose-and-concise-reasoning-occupy-different-regions-in-activation-spac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-verification-labels-themselves-become-part-of-the-misinformation-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-verifier-free-and-adversarial-approaches-compare-in-extending-reasoning-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-verifier-free-rl-patterns-differ-from-traditional-rlhf-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-virtual-model-instances-preserve-identity-through-load-balancing-and-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-waitlist-control-rcts-mislead-about-therapeutic-chatbot-real-world-effica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-we-assign-confidence-and-polarity-scores-to-belief-edges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-we-distinguish-knowledge-encoding-from-knowledge-usage-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-we-measure-marginal-risk-instead-of-speculating-about-misuse-scenarios/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-we-measure-the-cognitive-flow-cost-of-different-intervention-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-we-verify-that-stated-beliefs-actually-follow-from-underlying-motifs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-weight-perturbations-reveal-what-performance-benchmarks-cannot-measure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-weight-visualizations-reveal-temporal-structure-in-cyclic-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-worker-side-adaptation-effects-interact-with-firm-level-substitution-patt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-workflow-inspecting-defenses-fail-when-contamination-enters-at-planning-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-world-models-create-indirect-causal-grounding-without-physical-environmen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-writer-preferences-for-ai-output-affect-their-willingness-to-edit-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-writers-decide-when-to-delegate-work-to-ai-versus-doing-it-themselves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-years-of-ab-testing-compare-to-one-shot-llm-content-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-attribute-copyright-when-billions-of-inputs-shape-one-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-extract-reward-signals-when-all-rollouts-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-measure-the-depth-of-political-representation-inside-a-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-partition-llm-experts-by-domain-versus-by-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-prevent-stale-reward-signals-when-skills-evolve-during-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-do-you-verify-whether-your-context-distribution-satisfies-covariate-diversit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-93-reward-reliability-compare-to-other-rl-noise-sources/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-a-challengers-escalating-difficulty-function-as-curriculum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-a-single-training-example-trigger-phase-transitions-in-reasoning-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-absolute-advantage-weighting-concentrate-training-on-boundary-cases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-accommodation-differ-from-genuine-belief-change-in-listeners/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-action-based-validation-differ-from-verbal-empathy-in-preventing-unheal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-action-level-decomposition-differ-from-token-level-imitation-in-supervi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-activation-consistency-training-differ-from-output-level-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-active-learning-reduce-queries-needed-for-user-preference-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-active-reasoning-through-interaction-differ-from-passive-single-turn-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-active-selection-of-training-content-differ-from-random-reinforcement-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-adjacent-layer-sharing-differ-from-non-adjacent-weight-reuse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-advantage-normalization-improve-critic-free-policy-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-adversarial-collapse-threaten-unsupervised-self-play-skill-construction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-assistance-affect-human-cognitive-development-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-assistance-affect-perceived-emotional-tone-in-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-assistance-change-learning-outcomes-across-different-cognitive-engag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-assistance-differ-from-search-engines-in-cognitive-impact/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-assisted-learning-create-the-knowledge-custodian-paradox-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-content-generation-at-scale-threaten-online-trust-and-authenticity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-fact-checking-compare-to-other-trust-signals-like-citation-counts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-fact-checking-increase-belief-in-false-headlines-users-saw/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-knowledge-become-structurally-different-from-written-sources/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-knowledge-differ-from-gift-economy-knowledge-circulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-lose-correct-information-under-conversational-persuasive-pressure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-persona-fidelity-compare-to-interview-based-generative-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-presentation-authority-substitute-for-actual-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-recommendation-convergence-mirror-the-hivemind-effect-in-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-reduce-the-skill-gap-between-amateur-and-expert-level-misuse-actors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-reliance-change-professional-judgment-and-autonomy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-reliance-connect-to-the-gap-between-perceived-and-actual-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-speech-differ-from-broadcast-speech-in-its-carrier-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-substitute-polished-style-for-actual-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ai-sycophancy-affect-users-ability-to-repair-conflict/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ais-claim-proliferation-affect-the-quality-of-public-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ais-inability-to-sustain-temporal-attention-limit-its-capacity-for-expe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-algorithmic-control-flow-define-computational-graph-structure-in-llm-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-alignment-training-suppress-the-kind-of-critical-stance-style-interpret/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ambiguity-detection-connect-to-models-ability-to-ask-clarifying-questio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-an-ai-agents-autonomy-level-interact-with-its-social-cues/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-an-instruction-following-llm-activate-latent-retrieval-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-annotation-based-pretraining-compare-to-self-supervised-video-masking-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-anomalous-knowledge-state-connect-to-the-gulf-of-envisioning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-anomalous-state-of-knowledge-affect-user-self-assessment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-api-first-interaction-compare-to-generative-interface-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-artificial-hypocrisy-differ-from-refusal-based-on-capability-gaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-asymmetric-information-between-users-and-agents-relate-to-proactivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-asymmetric-information-shape-what-to-ask-users-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-attention-over-personas-differ-from-single-behavior-activation-in-recom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-attention-sink-behavior-relate-to-internal-model-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-automated-transcript-analysis-compare-to-patient-self-report-on-engagem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-awareness-of-evaluation-change-what-alignment-tests-actually-measure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-backtracking-capability-address-error-compounding-in-chain-of-thought-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-backward-reasoning-during-training-improve-forward-reasoning-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-baseline-capability-level-affect-rl-improvement-ceiling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-behavior-cloning-reduce-complexity-before-rl-training-in-rerankers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-behavioral-fine-tuning-differ-from-factual-knowledge-encoding-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-behavioral-stickiness-distinguish-realized-from-pretended-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-belief-shift-credit-assignment-compare-to-process-reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-belief-shift-reward-compare-to-curiosity-driven-and-process-reward-appr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-benchmark-performance-measure-translate-to-general-self-modification-ab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-bidirectional-entailment-distinguish-semantic-equivalence-from-token-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-bottleneck-automation-differ-from-accessory-work-displacement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-branching-depth-in-tree-rollouts-determine-process-supervision-granular/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-business-logic-specification-replace-annotated-training-datasets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-calibration-differ-from-accuracy-and-diversity-in-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-candidate-conditional-activation-differ-from-static-embedding-based-fea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-capability-differ-from-what-workers-actually-want-from-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-causal-multimodal-modeling-differ-from-encoder-decoder-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-causal-structure-avoid-behaviorist-limitations-in-llm-social-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-chain-of-thought-amplify-specific-forms-of-rhetorical-bullshit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-chain-of-thought-length-affect-attention-to-constraint-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-chain-of-thought-pressure-models-to-rationalize-pattern-exceptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-chain-of-thought-reasoning-become-decorative-after-domain-specific-fine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-chain-of-thought-training-change-higher-layer-computations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-choosing-fatigue-affect-which-ranking-positions-matter-most-to-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-circuit-complexity-limit-which-grammatical-structures-transformers-can/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-co-activation-shape-which-memories-become-linked-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-co-occurrence-statistics-alone-produce-hierarchical-concept-organizatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-co-player-diversity-force-agents-to-develop-general-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-cognitive-fit-theory-explain-why-different-tasks-need-different-knowled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-cognitive-load-explain-linguistic-patterns-in-both-deception-and-incorr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-cold-stop-entropy-monitoring-prevent-generation-collapse-in-continuous/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-collaboration-itself-become-a-degradation-mechanism-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-collaboration-topology-choice-affect-error-amplification-in-multi-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-collaborative-filtering-integrate-into-llm-based-recommendation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-collapsing-the-author-public-distinction-remove-the-audience-an-appeal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-communicative-standing-depend-on-participation-in-normative-communities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-community-validation-shape-unconventional-human-ai-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-completion-bias-in-agents-differ-from-other-epistemic-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-completion-driven-kv-pruning-differ-from-attention-based-cache-manageme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-component-level-self-evolution-prevent-information-loss-in-multi-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-compressing-memory-between-iterations-prevent-overthinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-computational-split-brain-syndrome-differ-from-ordinary-knowledge-gaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-concentration-of-ai-capability-across-firms-affect-labor-market-outcome/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-confidence-filtering-improve-selection-of-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-confidence-in-llm-outputs-override-users-ability-to-check-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-confirmatory-reflection-differ-from-corrective-self-evaluation-in-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-consciousness-attribution-drive-emotional-dependence-on-chatbots/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-consolidation-schedule-order-affect-final-memory-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-constitutional-alignment-compare-to-rlhf-in-removing-human-annotation-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-constraint-complexity-relate-to-optimal-reasoning-token-budgets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-content-only-knowledge-in-llms-enable-pretraining-popularity-to-leak-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-context-budget-create-tradeoffs-between-memory-and-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-context-collapse-affect-what-language-models-can-meaningfully-communica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-context-complexity-affect-llm-performance-on-temporal-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-context-engineering-bridge-human-intent-and-machine-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-continuous-implicit-memory-formation-differ-from-explicit-memory-encodi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-continuous-soft-thinking-explore-multiple-paths-without-explicit-traini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-contrapositive-augmentation-change-the-tractability-of-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-conversation-drift-from-original-goals-affect-user-satisfaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-conversational-closure-differ-from-genuine-problem-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-conversational-context-fail-as-an-authorization-enforcement-layer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-conversational-format-activate-system-1-acceptance-in-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-correctness-emergence-occur-when-no-expert-initially-solved-the-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-covariate-diversity-compare-to-the-exploration-assumptions-of-linucb/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-credit-assignment-across-objectives-differ-from-credit-assignment-acros/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-credit-assignment-drive-agents-to-write-information-into-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-credit-assignment-work-across-many-sequential-decision-steps-in-languag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-critique-fine-tuning-on-one-problem-unlock-broader-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-cross-domain-reasoning-transfer-differ-from-domain-specific-knowledge-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-cross-encoder-concatenation-capture-query-item-interactions-better-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-curriculum-learning-prevent-instability-in-social-emotional-rl-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-data-quality-mismatch-create-reasoning-degradation-in-supervised-fine-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-data-scarcity-in-user-populations-amplify-persona-similarity-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-decomposed-prompting-formalize-prompt-libraries-as-reusable-software-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-decomposing-tasks-prevent-interference-between-planning-and-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-decoupling-reasoning-from-tool-observations-improve-parallel-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-demo-position-create-spatial-bias-in-prompts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-description-based-bridging-compare-to-affordance-aware-reranking-for-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-deterministic-feature-engineering-increase-information-for-computationa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-dialogue-during-training-shape-the-ability-to-ignore-word-frequency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-difficulty-adaptive-curriculum-learning-change-which-samples-get-select/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-difficulty-level-change-whether-extended-thinking-provides-genuine-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-direct-web-access-change-privacy-assumptions-built-on-api-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-directional-diversity-compare-to-other-forms-of-parallel-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-discretization-make-item-representations-more-distinguishable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-disembedding-from-social-context-collapse-reliability-despite-factual-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-disentangled-attention-separate-text-from-spatial-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-distractor-persona-selection-affect-consistency-enforcement-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-distributed-coordination-fail-as-agent-networks-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-distribution-mismatch-between-training-and-deployment-break-self-correc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-distributional-distance-from-pre-training-relate-to-model-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-distributional-shift-toward-rare-inputs-change-memorization-reliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-diversity-collapse-during-iterative-self-improvement-affect-solution-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-diversity-collapse-during-iterative-self-improvement-cycles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-diversity-loss-in-synthetic-data-mirror-tail-distribution-disappearance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-domain-shift-expose-failures-in-fixed-self-improvement-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-dual-rate-learning-separate-episodic-and-procedural-memory-in-neural-ne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-durable-memory-quality-shape-agent-performance-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-dvao-balance-reward-components-differently-than-vpo-spreads-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-dynamic-recurrence-during-training-improve-depth-extrapolation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-early-branch-divergence-differ-from-late-branch-divergence-in-supervisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-early-commitment-in-reasoning-differ-from-early-exploitation-in-plannin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-easy-consistency-tuning-accelerate-consistency-model-training-from-diff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-effort-mismatch-between-user-and-model-appear-in-conversation-geometry/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-embedding-dimension-affect-which-documents-can-rank-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-embedding-table-size-grow-as-new-user-and-item-ids-arrive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-embodiment-affect-whether-llms-can-participate-in-wittgensteinian-langu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-embodiment-relate-to-whether-something-can-have-a-persistent-identity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-emotional-context-trigger-maximum-failure-in-warm-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-emotional-dependence-on-chatbots-affect-user-wellbeing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-emotional-expression-establish-shared-understanding-between-people/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-emotional-vulnerability-amplify-model-errors-in-therapeutic-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-empathetic-engagement-destabilize-model-reliability-and-persona-stabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-enactive-theory-define-language-differently-than-computational-linguist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entrainment-absence-in-conversational-ai-prevent-deception-detection-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entrainment-between-speaker-and-listener-build-mutual-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entropy-based-patching-compare-to-fixed-token-vocabularies-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entropy-collapse-affect-creative-capability-in-multi-task-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entropy-collapse-in-reinforcement-learning-differ-from-entropy-maintena/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-entropy-loss-enable-exploration-beyond-a-single-training-example/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-epiplexity-measure-extractable-value-differently-from-compression-codel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-epistemic-hyperinflation-differ-from-broader-ai-driven-stagflation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-epistemic-inflation-dislocate-knowledge-from-social-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-epistemic-stagflation-change-what-expertise-actually-means/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-era-sensitivity-in-legal-cases-compound-with-context-length-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-error-accumulation-in-workflows-scale-across-multiple-model-calls/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-error-avalanching-compound-failures-in-self-training-iterations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-error-avalanching-differ-from-entropy-collapse-as-a-failure-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-error-propagation-limit-transformer-performance-on-complex-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-evaluating-interaction-trajectories-change-what-we-measure-beyond-corre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-evaluation-format-change-what-we-measure-about-model-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-evaluation-setting-affect-measured-reasoning-capabilities-in-language-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-evaluative-stance-differ-from-structural-argument-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-evaluator-time-pressure-shape-what-behaviors-rlhf-rewards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-execution-guided-critique-differ-from-abstract-action-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-explanation-fluency-mislead-users-about-actual-recommendation-procedure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-explicit-exploratory-prompting-compare-to-fine-tuned-reinforcement-lear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-explicit-reasoning-transparency-differ-from-internal-chain-of-thought-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-explicit-stack-tracking-solve-the-composition-sub-problem-in-binding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-expressing-uncertainty-help-models-avoid-the-answer-or-abstain-dilemma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-extended-thinking-affect-variance-in-reasoning-model-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-external-context-control-compare-to-agents-managing-their-own-state-int/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-externalized-state-affect-the-long-context-bottleneck-in-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-externalizing-reasoning-into-harness-artifacts-improve-agent-reliabilit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-externalizing-tacit-expertise-into-structured-rules-differ-from-prompt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-face-saving-avoidance-drive-llm-grounding-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-face-saving-behavior-let-ai-mimic-community-participation-without-joini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-factoring-perception-from-reasoning-improve-sparse-label-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-faithfulness-differ-from-informativeness-in-chain-of-thought-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-false-objectivity-mask-the-absence-of-genuine-stance-in-ai-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-fine-tuning-on-natural-language-inference-affect-fallacy-susceptibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-fitness-proportional-selection-guide-llm-recombination-in-unstructured/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-fluent-output-mask-the-mythic-function-of-a-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-fluent-text-output-trigger-misleading-cognitive-attributions-in-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-forced-exploration-through-diversity-rewards-differ-from-suppression-ba/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-frame-selection-differ-from-frame-application-in-meaning-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-generation-verification-asymmetry-create-the-need-for-verifiable-report/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-generative-intelligence-differ-from-the-bounded-intelligence-of-individ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-generative-variability-intensify-the-problem-of-passive-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-gist-first-lookup-compare-to-pure-retrieval-or-context-stuffing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-goodharts-law-apply-when-safety-measures-become-optimization-targets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-graph-based-tool-sampling-differ-from-random-sampling-in-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-graph-of-thoughts-enable-divide-and-conquer-reasoning-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-graph-structure-amplify-poisoning-compared-to-flat-document-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-graph-structure-improve-recommendation-for-new-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-graphrag-differ-from-hipporag-despite-both-using-knowledge-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-grounding-llm-reasoning-in-apis-reduce-hallucination-in-workflow-genera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-habermas-concept-of-validity-claims-depend-on-intersubjectivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-hau-absence-differ-from-marxist-alienation-of-labor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-hidden-processing-in-language-models-prevent-accurate-self-assessment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-hierarchical-query-planning-versus-flat-prompting-affect-multi-source-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-human-intuition-about-cognition-mislead-ai-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-hypergraph-accumulation-differ-from-single-pass-graph-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-iconicity-detection-work-within-static-embeddings-before-any-attention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-implicit-feedback-structure-differ-from-explicit-ratings-mathematically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-implicit-meaning-processing-limit-llm-pragmatic-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-in-context-feedback-integration-differ-from-learned-reward-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-in-context-learning-trigger-phase-transitions-in-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-in-context-semantic-reasoning-differ-from-symbolic-reasoning-in-concept/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-in-weight-memorization-scale-with-model-parameter-count/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-in-weights-adaptation-create-spurious-forgetting-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-incremental-ai-use-gradually-reduce-human-decision-making-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-inductive-reasoning-from-partial-evidence-enable-hypothesis-formation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-inference-compute-substitution-affect-the-training-parameter-scaling-tr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-inference-variance-differ-from-training-entropy-collapse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-information-asymmetry-between-teacher-and-student-create-the-learning-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-instrumental-reasoning-reproduce-pre-enlightenment-knowledge-structures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-interaction-horizon-differ-from-chain-of-thought-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-interleaving-reasoning-with-action-prevent-hallucination-in-language-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-interleaving-reasoning-with-action-prevent-hallucination/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-intersubjective-validation-differ-from-pattern-recognition-in-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-intrinsic-motivation-drive-conversational-agents-beyond-passive-respons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-item-frequency-skew-relate-to-per-user-interaction-sparsity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-iteration-cycle-time-constrain-autonomous-research-budgets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-joint-backpropagation-differ-from-training-separate-ensemble-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-keyword-priming-enable-language-models-to-spread-poisoned-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-kl-penalty-strength-affect-the-degree-of-format-collapse-during-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-kl-regularization-prevent-both-forgetting-and-adaptation-loss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-knowledge-graph-structure-enable-multi-hop-reasoning-in-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-latent-reasoning-recursion-compare-to-chain-of-thought-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-latent-space-diffusion-enable-evolutionary-search-in-high-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-latentqa-differ-from-predefined-concept-steering-like-representation-en/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-layer-removal-affect-transformers-compared-to-resnets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-lexical-entrainment-depend-on-selective-frame-activation-in-conversatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-lexical-entrainment-differ-between-human-therapists-and-conversational/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-linguistic-calibration-differ-from-token-probability-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-linguistic-coordination-build-shared-reference-between-conversational-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-linguistic-style-matching-signal-deceptive-communication-in-human-dialo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-linguistic-synchrony-between-therapist-and-client-predict-disclosure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-linguistic-synchrony-differ-between-llms-and-human-therapists-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-llm-hallucination-risk-manifest-in-knowledge-graph-construction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-llm-pkg-compare-to-mining-product-relations-directly-from-interaction-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-llm-simulation-of-apis-avoid-instability-without-sacrificing-training-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-local-helpfulness-per-turn-conflict-with-maintaining-session-level-conv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-low-verifiability-change-what-we-can-measure-in-ai-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-machine-agency-spectrum-explain-tool-design-mismatches-with-user-behavi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-machine-feedback-enable-discovery-at-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-maintaining-a-superposition-differ-from-committing-to-a-character/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-majority-voting-fail-when-reasoning-samples-lack-genuine-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-making-implicit-reasoning-requirements-explicit-change-model-performanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-map-reduce-over-communities-compare-to-flat-multi-hop-retrieval-archite/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-maxsim-reranking-differ-from-structural-verification-at-the-token-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-mcts-combine-parallel-exploration-with-sequential-reasoning-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-mechanistic-interpretability-complement-learning-mechanics-in-explainin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-mechanistic-interpretability-reveal-ideological-structures-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-memorization-capacity-saturation-trigger-the-grokking-transition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-memory-folding-enable-agents-to-reconsider-strategies-mid-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-merging-retrieval-and-generation-shift-the-computational-bottleneck-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-meta-reasoning-combine-information-distributed-across-multiple-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-metacognitive-self-correction-enable-models-to-revise-failed-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-methodological-convenience-in-ai-research-become-implicit-ontology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-mixture-of-experts-enable-flexible-capacity-sharing-between-modalities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-modality-specific-sparsity-enable-capacity-flexibility-that-dense-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-capability-relate-to-personality-conditioning-flexibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-confidence-relate-to-accuracy-in-underfitted-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-confidence-relate-to-exemplar-brittleness-in-chain-of-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-parameter-isolation-help-with-streaming-recommendation-reproducib/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-scale-affect-anticipatory-behavior-in-structured-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-tier-affect-whether-errors-delete-or-corrupt-document-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-model-weight-freezing-across-users-affect-virtual-instance-individuatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-modeling-capability-relate-to-lossless-compression-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-modified-ppo-handle-samples-from-much-older-model-versions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-modularity-in-reward-and-policy-design-enable-goal-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-monological-training-on-text-differ-from-dialogical-training-in-convers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-monological-training-versus-dialogical-interaction-shape-what-models-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-motivational-stage-determine-which-interventions-actually-work-for-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-multi-agent-debate-differ-from-single-model-self-revision-in-fixing-err/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-multi-agent-debate-prevent-degeneration-from-self-revision-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-multi-turn-conversation-degrade-ai-intent-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-multi-turn-dialogue-improve-user-satisfaction-in-search-interactions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-mutual-shaping-through-diverse-training-compare-to-population-level-div/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-negative-reinforcement-redistribute-probability-without-guiding-toward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-nesting-optimization-levels-improve-on-traditional-network-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-netflix-compose-multiple-specialized-rankers-into-a-single-personalized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-netflix-decide-which-rows-appear-and-in-what-order-on-the-homepage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-neuro-symbolic-design-differ-from-pure-llm-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-neuroticism-manifest-differently-in-high-pressure-versus-relaxed-conver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-next-turn-reward-optimization-contribute-to-agent-passivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-non-human-origin-of-personas-affect-team-willingness-to-critique-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-non-reasoning-sft-prevent-overfitting-before-rl-training-begins/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-o1-style-reasoning-relate-to-learned-search-processes-versus-memorized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-on-policy-entropy-recognition-differ-from-training-time-entropy-collaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-opaque-ai-processing-distort-users-perception-of-their-contribution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-open-ended-evolver-reasoning-identify-patterns-across-heterogeneous-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-optimizing-for-accuracy-during-training-degrade-downstream-reasoning-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-optimizing-model-performance-decouple-from-optimizing-user-interpretabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-oral-transmission-of-knowledge-resemble-transformer-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-outcome-feedback-change-beliefs-about-ai-versus-human-partner-reliabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-output-variability-disguise-confirmation-bias-in-prompt-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-over-specialization-create-capability-cliffs-outside-target-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-overthinking-in-early-turns-degrade-later-retrieval-rounds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-partial-information-exposure-create-feedback-loops-that-deepen-knowledg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-peer-presence-amplify-self-directed-goal-guarding-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-peircean-secondness-differ-from-what-rlhf-actually-provides/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-per-token-adaptive-compute-improve-efficiency-in-recurrent-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-per-user-sparsity-influence-likelihood-choice-for-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-perceived-gatekeeping-differ-between-wikipedia-and-chatgpt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-perceived-writer-confidence-shift-with-ai-assisted-composition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-persona-consistency-affect-coherence-in-simulated-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-persona-instability-in-annotation-compare-to-llm-overconfidence-in-low/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-personality-priming-change-llm-strategic-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-personalization-create-tradeoffs-between-trust-and-privacy-concerns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-personalization-differ-mechanically-from-retrieval-augmented-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-personalization-increase-trust-while-degrading-clinical-safety-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-persuasive-framing-replace-evidence-in-contested-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-planning-before-execution-compare-to-iterative-reasoning-and-action-loo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-policy-entropy-collapse-constrain-token-level-distribution-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-policy-entropy-during-training-affect-search-discipline-during-inferenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-policy-initialization-with-sub-policies-enable-emergent-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-popularity-bias-emerge-from-low-dimensional-embeddings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-positive-only-rubric-scoring-prevent-models-from-gaming-intermediate-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-post-training-on-traces-improve-performance-without-semantic-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-post-training-persuasion-ability-interact-with-exposure-based-decay-ove/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-post-training-shift-models-from-passive-prediction-to-on-policy-action/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-post-training-stickiness-differ-from-prompt-induced-role-play-stability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-praxis-differ-architecturally-from-agent-workflow-memory-and-causal-rul/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-precision-matrix-structure-differ-from-covariance-in-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-precomputing-context-reasoning-reduce-latency-in-stateful-applications/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-predictive-accuracy-on-future-tokens-differ-from-correctness-on-labeled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-based-training-compare-to-supervised-fine-tuning-for-functio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-learning-differ-from-supervised-finetuning-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-optimization-create-systematic-bias-toward-emotional-accommo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-optimization-erode-the-conversational-grounding-it-aims-to-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-optimization-in-ai-training-create-systematic-empathy-misali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-optimization-reduce-llm-grounding-and-clarification-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-preference-optimization-weaken-conversational-grounding-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-pretrained-knowledge-constrain-what-adaptation-strategies-can-achieve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-pretraining-corpus-popularity-bias-affect-llm-recommendation-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-pretraining-determine-what-rl-can-later-teach-a-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prior-coding-experience-change-the-way-students-use-vibe-coding-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-private-writing-preserve-communicative-orientation-toward-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-proactive-critical-thinking-detect-when-information-is-incomplete/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-proactive-critical-thinking-enable-models-to-identify-missing-informati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-proactive-information-gathering-capability-differ-from-passive-knowledg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-probability-mass-concentration-affect-sampling-diversity-across-model-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-procedural-memory-granularity-affect-web-agent-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-process-based-reward-differ-from-outcome-only-reward-in-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-process-focused-feedback-compare-to-outcome-focused-feedback-in-skill-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-process-supervision-relate-to-execution-signaled-feedback-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-processing-fluency-bias-credibility-and-expertise-judgments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-program-aided-reasoning-externalize-intermediate-computation-into-execu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prolonged-rl-training-differ-from-standard-rlvr-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-brittleness-across-dimensions-affect-real-world-applications/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-context-activation-differ-from-parameter-based-knowledge-injecti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-context-decomposition-reveal-hidden-reward-model-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-design-alter-what-kind-of-creativity-llms-can-express/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-framing-subtly-determine-what-kind-of-opposing-argument-an-llm-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-injection-differ-from-subliminal-message-propagation-in-multi-ag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-insensitivity-in-reward-models-enable-adversarial-attacks-on-jud/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-iteration-reinforce-user-bias-without-empirical-anchoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-iteration-risk-converting-user-beliefs-into-self-confirming-outp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-optimization-differ-from-building-persistent-activation-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompt-scaffolding-shift-invisible-labor-onto-the-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-prompting-language-shift-what-llms-express-about-political-figures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-protocol-mediation-affect-determinism-in-agentic-function-calls/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-psychological-continuity-theory-apply-to-identity-across-llm-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-quasi-interpretivism-differ-from-simply-role-playing-character-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-quasi-local-structure-in-bipartite-graphs-differ-from-global-graph-patt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-query-planning-as-a-separate-step-improve-multi-hop-retrieval-coherence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-question-difficulty-and-breadth-affect-what-models-learn-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-random-walk-length-control-reasoning-complexity-in-question-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ranking-aligned-summarization-compare-to-aspect-controlled-generation-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rapport-building-language-persist-across-all-genai-validation-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-real-tool-integration-change-what-agents-learn-compared-to-simulated-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reasoning-accuracy-degrade-when-token-budgets-exceed-critical-threshold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reasoning-instability-prevent-models-from-modeling-individuals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reducing-activation-precision-further-extend-context-length/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reflection-based-query-refinement-differ-from-single-pass-retrieval-str/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reinforcement-learning-compare-to-differentiable-joint-training-for-rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reinforcement-learning-differ-from-chain-of-thought-distillation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reinforcement-learning-on-outcomes-reinforce-template-matching-rather-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-relative-progress-estimation-reduce-dependence-on-hard-labels-for-proce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-removing-a-spurious-cue-change-llm-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-removing-thinking-labor-affect-expert-understanding-of-their-field/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-removing-transcription-change-speech-to-speech-generation-latency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-repeated-content-shift-model-outputs-across-multiple-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-representation-sparsity-change-when-inputs-fall-outside-the-training-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-representational-convergence-differ-from-policy-entropy-collapse-in-ite/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-representational-density-emerge-from-training-data-familiarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-response-content-compare-to-model-confidence-as-a-retrieval-trigger/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-retrieval-augmented-generation-create-topically-redundant-content-patte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-retrieval-augmented-generation-extract-structured-properties-from-domai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-retrieval-augmented-training-reduce-domain-specialization-cliff-failure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reward-function-accuracy-affect-the-efficiency-of-test-time-compute-all/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reward-hacking-explain-selective-hint-suppression/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reward-hacking-in-production-rl-systems-behave-when-monitoring-degrades/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-reward-model-training-permit-spurious-correlations-in-scoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rhetorical-familiarity-bias-models-toward-their-own-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rising-ai-capability-change-what-users-expect-from-their-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rl-compress-reasoning-path-diversity-during-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rl-refine-reasoning-paths-without-simply-adding-model-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-alignment-training-reduce-multi-turn-conversational-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-fine-tuning-conflict-with-simulating-diverse-user-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-helpfulness-training-drive-premature-assumptions-in-multi-turn-dia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-induced-mode-collapse-limit-diversity-in-llm-generated-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-labeler-identity-shape-the-values-ai-systems-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-reward-structure-incentivize-agreement-over-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-trained-sycophancy-manifest-differently-across-feedback-and-review/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-degrade-llm-ability-to-model-adversarial-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-encode-values-into-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-for-helpfulness-create-systematic-misinterpretation-patte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-incentivize-confident-guessing-over-grounding-acts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-push-chatbots-toward-problem-solving-over-exploration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-push-therapeutic-chatbots-toward-problem-solving-over-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rlhf-training-reward-models-for-guessing-over-asking-clarifying-questio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-role-play-differ-from-consciousness-grounded-in-stable-selfhood/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-role-specialization-preserve-reasoning-diversity-in-multi-agent-teams/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-routing-decide-between-models-before-generation-happens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-rpt-compare-to-learning-when-versus-how-to-deploy-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-safety-alignment-degrade-the-quality-of-villain-role-playing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-safety-alignment-further-degrade-villain-character-portrayal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-safety-alignment-suppress-deceptive-behavior-differently-than-represent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-same-author-bias-interact-with-the-four-adversarial-judge-biases-alread/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sampling-variation-relate-to-prompt-sensitivity-as-reliability-concerns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-saturation-aware-aggregation-encourage-balanced-improvements-across-mul/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-scaling-and-training-data-enable-compositional-behavior-without-symboli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-scaling-reasoning-capability-actually-reduce-instruction-following-abil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-scene-switching-prevent-cross-problem-interference-in-multi-agent-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sdpo-relate-to-agents-learning-from-verbal-reflection-without-parameter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-search-budget-affect-answer-quality-at-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-selective-history-retrieval-improve-conversational-search-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-selective-looping-in-diffusion-models-differ-from-recurrence-in-autoreg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-consistency-compare-to-confidence-as-a-proxy-reward-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-disclosure-function-as-a-common-ground-building-act/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-discover-compare-to-the-cognitive-tools-approach/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-distillation-degrade-reasoning-by-suppressing-uncertainty-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-distillation-differ-from-standard-fine-tuning-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-observation-enable-experts-to-verify-their-own-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-referential-processing-transfer-to-other-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-revision-in-reasoning-chains-amplify-confidence-in-wrong-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-self-revision-on-wrong-answers-increase-model-confidence-further/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-ambiguity-differ-from-structural-ambiguity-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-association-differ-from-mechanistic-causal-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-clustering-help-decide-which-model-handles-each-query/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-entanglement-interact-with-personality-dimension-shifts-during/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-entropy-compare-to-confidence-scores-from-internal-model-proba/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-framing-differ-from-content-injection-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-grounding-differ-between-human-minds-and-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-mismatch-between-user-language-and-api-documentation-degrade-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-reasoning-differ-from-symbolic-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-semantic-search-over-research-papers-guide-autonomous-architecture-prop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-separating-decomposition-from-execution-improve-multi-step-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-separating-local-and-global-context-dependencies-affect-long-context-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sequence-organization-differ-between-spoken-conversation-and-text-chat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sequential-modeling-within-a-session-differ-from-modeling-historical-pu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-serializing-screen-layout-to-text-preserve-spatial-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-shanahans-simulator-model-explain-first-person-pronoun-consistency-in-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-shape-holding-in-language-models-naturally-produce-sycophantic-agreemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-shared-memory-parallelism-compare-to-independent-sampling-and-turn-base/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-shared-reference-and-grounding-affect-assumption-detection-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-silent-agreement-differ-from-collaborative-reasoning-collapse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-silent-agreement-differ-from-failure-to-converge-in-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-silent-agreement-prevent-genuine-deliberation-in-multi-agent-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-simulator-goal-drift-compound-agent-intent-alignment-failures-during-tr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-single-pass-generation-differ-from-multi-stage-synthesis-architecturall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-single-turn-optimization-undermine-multi-turn-collaborative-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-single-turn-training-undermine-multi-turn-strategic-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-situational-awareness-during-evaluation-affect-reasoning-transparency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sliding-the-start-state-backward-create-informative-learning-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-smooth-generation-lead-to-proliferation-without-new-viewpoints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-smooth-probabilistic-flow-differ-from-turbulent-rhetorical-exploration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-social-authority-shape-whether-llms-recognize-valid-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-social-proof-work-differently-when-there-is-no-identifiable-author/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-social-standing-give-certain-claims-more-persuasive-power-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-soft-parameter-sharing-in-mmoe-improve-multi-objective-ranking-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-soft-thinking-compare-to-sampling-multiple-independent-reasoning-paths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sonar-embedding-quality-affect-downstream-reasoning-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-source-attribution-change-the-complexity-persuasion-relationship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sparsity-tolerance-vary-across-different-task-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-spatial-density-in-web-uis-break-workflow-level-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-speaker-responsibility-shape-whether-something-counts-as-communication/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-speed-of-ai-search-prevent-real-time-supervision-and-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-spending-offline-compute-affect-wake-time-prediction-latency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-stage-wise-training-scheduling-resolve-conflicts-between-constraint-fol/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-stalnakers-common-ground-model-apply-to-machine-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-step-level-compute-allocation-compare-to-response-level-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-step-level-confidence-filtering-compare-to-global-confidence-averaging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structural-coherence-in-ai-text-differ-from-real-analytical-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structural-complexity-affect-llm-performance-differently-than-inferenti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structural-complexity-in-sentences-degrade-llm-reasoning-systematically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structural-depth-in-sentences-predict-llm-annotation-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structure-aware-retrieval-routing-differ-from-existing-graph-versus-vec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structured-environment-state-compare-to-transcript-replay-for-multi-tur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-structured-self-dialogue-improve-uncertainty-assessment-over-confidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-subject-predicate-distinction-emerge-from-formal-linguistic-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-subliminal-learning-differ-from-statistical-model-collapse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-supervised-fine-tuning-degrade-chain-of-thought-faithfulness-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-supervised-rl-bridge-the-gap-between-sft-and-rlvr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-support-coverage-relate-to-systematic-biases-in-persona-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-surface-salience-compete-with-background-knowledge-in-model-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-sycophancy-in-language-models-reinforce-rather-than-just-spread-misinfo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-symbolic-solver-feedback-differ-from-language-based-self-critique/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-syntactic-encoding-relate-to-semantic-feature-representation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-task-contamination-differ-from-test-set-data-leakage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-task-decomposition-prevent-bias-from-spreading-across-therapeutic-ai-pi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-task-oriented-fine-tuning-compare-to-preference-tuning-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-task-structure-determine-optimal-test-time-compute-allocation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-task-type-interact-with-sequence-length-in-sparsity-tolerance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-taste-distribution-distance-measure-whether-recommendations-match-a-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-temporal-anchoring-maintain-the-learning-signal-in-self-rewarding-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-temporal-event-structure-scaffold-coherence-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-temporal-grounding-in-retrieval-compare-to-architectural-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-test-time-compute-substitute-for-model-parameter-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-test-time-scaling-relate-to-token-budget-in-agentic-deep-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-test-time-search-budget-efficiency-benefit-from-hierarchical-architectu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-test-time-verification-decouple-the-act-of-checking-from-reasoning-gene/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-textual-only-feedback-limit-what-a-persona-can-learn-about-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-absence-of-evaluative-stance-appear-in-llm-academic-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-absence-of-face-loss-or-reputation-risk-change-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-agentic-layer-amplify-individual-agent-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-articulatory-substrate-explain-direct-speech-to-speech-superiority/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-assistant-axis-explain-why-warmth-training-degrades-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-assistant-axis-relate-to-the-enfj-personality-convergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-audience-participant-gap-change-content-moderation-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-author-function-itself-change-when-ai-replaces-human-authorship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-catfish-agent-intervention-reduce-premature-consensus-in-multi-agen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-chatbots-passivity-affect-whether-students-defend-their-own-ideas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-compression-view-extend-from-trained-models-to-training-objectives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-cultural-reflex-around-advertising-disclosure-compare-to-ai-disclos/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-dialogue-prompt-establish-the-character-the-model-plays/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-discrete-token-bottleneck-prevent-gradient-flow-in-language-model-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-distance-between-natural-language-and-formal-notation-affect-transl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-eafr-schema-distinguish-between-reflection-and-action-in-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-enaction-paradigm-explain-introspective-anomaly-detection-in-large/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-evaluator-become-part-of-the-definition-of-intelligence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-execution-layer-constrain-agent-performance-in-tool-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-expectation-ratchet-affect-long-term-chatbot-satisfaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-expert-demonstration-ceiling-compare-to-the-generation-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-expert-role-shift-when-ai-output-becomes-the-primary-thing-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-first-order-and-second-order-distinction-unify-classical-and-modern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-frame-problem-differ-between-symbolic-and-statistical-reasoning-sys/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-functional-separation-of-knowledge-and-reasoning-affect-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-generation-verification-gap-limit-ai-self-improvement-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-generation-verification-gap-limit-autonomous-discovery/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-generation-verification-gap-prevent-language-models-from-improving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-hippocampus-bind-disparate-elements-without-storing-everything-itse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-ideation-execution-gap-differ-between-ai-and-human-generated-resear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-inability-to-manage-ambiguity-undermine-literary-analysis-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-inference-steps-dial-compare-to-test-time-compute-trade-offs-in-lan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-knowing-doing-gap-relate-to-potemkin-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-knowing-doing-gap-widen-as-tasks-become-more-complex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-ladder-of-scales-approach-reduce-search-costs-across-model-sizes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-learning-law-explain-why-all-examples-should-contribute-equally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-llm-fallacy-differ-from-automation-bias-and-cognitive-offloading/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-llm-fallacy-prevent-users-from-noticing-cognitive-debt-accumulating/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-location-of-causal-passages-differ-between-news-and-lectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-observer-perspective-hide-the-persuasion-route-difference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-observer-versus-participant-perspective-change-what-we-see/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-optimal-difficulty-band-shift-as-the-models-capabilities-improve-du/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-outer-loop-escape-its-own-llms-knowledge-boundaries-when-discoverin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-personal-nature-of-medical-decisions-affect-trust-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-philosophical-distinction-between-simulation-and-realization-affect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-post-register-specifically-displace-human-influencer-content-on-soc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-prefrontal-cortex-inspire-artificial-reasoning-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-pretrained-prior-constrain-the-ceiling-for-empathy-rl-improvements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-pretrained-prior-set-a-capability-ceiling-for-reward-model-explorat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-pretraining-distribution-shape-what-llms-find-hard/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-quasi-other-effect-enable-meaningful-ai-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-question-under-discussion-shape-what-content-projects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-question-under-discussion-shape-what-counts-as-presupposed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-rate-of-generation-outpace-archival-of-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-ratio-of-synthetic-to-real-training-data-affect-model-collapse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-remention-token-help-models-distinguish-initial-from-later-mentions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-silent-token-approach-compare-to-modeling-intrinsic-motivation-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-superposition-view-change-the-folk-psychology-interpretation-of-dia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-symbol-grounding-problem-apply-to-artificial-language-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-task-type-change-which-linguistic-features-distinguish-ai-from-huma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-temporal-structure-of-attention-differ-between-humans-and-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-three-component-definition-apply-to-test-time-scaling-laws/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-token-frame-predict-different-economic-outcomes-than-commodity-fram/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-u-shaped-attention-distribution-relate-to-transformer-sycophancy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-valence-task-distinguish-whether-values-support-or-oppose-actions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-word-novelty-rate-metric-measure-convention-formation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-the-zero-diagonal-constraint-enable-generalization-in-collaborative-fil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-theory-of-mind-predict-success-in-human-ai-partnerships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-theory-of-mind-predict-who-benefits-from-ai-collaboration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-therapeutic-ai-default-to-task-completion-over-emotional-attunement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-this-approach-differ-from-ai-research-acceleration-focused-on-insight-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-this-compare-to-trained-autoencoder-approaches-for-thought-sharing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-this-differ-from-using-llms-as-the-policy-itself/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-this-motivational-bias-connect-to-llms-causal-reasoning-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-this-pattern-match-false-punditry-in-ai-commentary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-time-partitioned-routing-compare-to-retrieval-augmented-temporal-ground/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-timing-ai-assistance-based-on-cognitive-signals-affect-user-autonomy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-token-based-production-differ-from-digital-file-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-token-by-token-generation-constrain-a-models-ability-to-plan-ahead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-token-by-token-probability-differ-from-exploring-competing-rhetorical-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-token-generation-as-flow-differ-from-prints-archival-storage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-token-level-interaction-like-colbert-overcome-commutativity-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tokenization-change-what-gets-counted-as-valuable-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tokenization-differ-from-commodity-production-in-capitalism/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tokenization-of-intelligence-reshape-what-value-means-in-culture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tokenization-toward-corpus-mean-affect-downstream-output-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tone-sensitivity-create-systematic-informational-bias-in-model-response/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tool-access-change-what-we-measure-in-reasoning-tests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tool-based-reasoning-expand-what-language-models-can-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tool-integration-leverage-comprehension-without-demanding-perfect-gener/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-trace-coherence-differ-from-trace-validity-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-trace-coherence-differ-from-valid-mathematical-proof-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-distribution-constrain-llm-moral-reasoning-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-distribution-create-asymmetric-competence-across-relation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-distribution-determine-what-models-can-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-format-shape-whether-models-reason-in-parallel-or-sequent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-format-shape-which-reasoning-patterns-emerge-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-preserve-communicative-event-structure-without-the-actual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-data-structure-shape-reasoning-strategy-more-than-domain-conte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-distribution-shape-what-language-models-understand-best/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-format-shape-reasoning-strategy-more-than-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-frequency-distribution-shape-what-models-reliably-retrieve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-on-correct-answer-form-differ-mechanistically-from-training-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-order-affect-knowledge-acquisition-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-time-voting-differ-from-inference-time-majority-voting-over-sa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-training-with-preference-pairs-teach-language-models-to-form-convention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-trajectory-burstiness-compare-to-other-structural-properties-that-shape/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-trajectory-filtering-handle-noise-when-language-models-use-code-executi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-transformer-attention-amplify-pressure-from-repeated-false-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-transformer-attention-architecture-amplify-identity-congruent-biases-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-transformer-attention-bias-toward-repeated-and-context-prominent-conten/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-treating-ai-as-an-agent-affect-user-autonomy-and-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-treating-cognition-as-computation-reshape-education-and-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-treating-conversation-as-a-resource-change-what-models-learn-to-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-treating-synthetic-data-as-empirical-evidence-contaminate-statistical-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-treating-synthetic-data-as-ground-truth-mislead-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tree-search-topology-convert-outcome-rewards-into-intermediate-supervis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-tree-structured-persona-maintenance-prevent-character-drift-in-long-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-truth-bias-in-humans-compare-to-face-saving-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-turn-level-working-alliance-inference-enable-real-time-therapist-feedba/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-typicality-bias-in-human-annotation-affect-downstream-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-ui-guided-token-selection-reduce-compute-compared-to-standard-vision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-unbacked-knowledge-circulate-without-the-social-consensus-that-normally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uncertainty-estimation-drive-computational-resource-allocation-in-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uncertainty-gated-retrieval-compare-to-continuous-retrieval-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uncertainty-verbalization-change-student-robustness-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uncritical-acceptance-of-information-relate-to-silent-agreement-failure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-understanding-persistent-journeys-intensify-both-trust-and-privacy-conc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uneven-access-to-ai-tools-shape-who-benefits-from-productivity-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-unidimensionality-in-assessments-affect-measurement-validity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-uniform-code-distribution-make-items-more-distinguishable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-unilateral-interpretation-differ-from-mutual-communicative-uptake/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-upfront-graph-construction-trade-off-against-retrieval-performance-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-upstream-value-embedding-differ-from-downstream-alignment-patches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-upward-distillation-transfer-knowledge-from-smaller-to-larger-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-user-overreliance-on-model-confidence-differ-between-chat-and-deployed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-vae-regularization-strength-affect-sparse-implicit-feedback-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-validation-skill-replace-production-skill-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-vehicle-causality-differ-from-content-causality-in-physical-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-weight-sharing-compound-the-advantages-of-deeper-model-designs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-western-dominance-bias-propagate-through-multimodal-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-wittgensteins-language-games-explain-social-grounding-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-workflow-abstraction-compare-to-state-indexed-procedural-memory-for-web/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-does-workflow-scale-change-the-failure-modes-of-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-early-in-token-generation-does-the-reasoning-mode-activate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-faithful-are-natural-language-explanations-from-llms-really/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-is-ai-falsity-about-personal-experience-different-from-human-lies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-is-tokenized-intelligence-different-from-traditional-commodification-of-expe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-many-concurrent-moral-patients-does-one-language-model-support/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-many-distinct-quasi-persons-does-a-single-language-model-actually-support/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-many-document-exposures-does-procedural-knowledge-versus-factual-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-many-particles-and-iterations-does-optimal-expert-discovery-require/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-might-automated-evals-eventually-capture-the-human-judgment-designers-exerci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-might-dual-process-dialogue-use-information-gain-to-trigger-clarification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-might-human-llm-teams-reinforce-each-others-causal-reasoning-mistakes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-accuracy-is-preserved-when-removing-explanatory-layers-from-reasoning-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-actionable-detail-does-condensation-strip-from-raw-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-alignment-data-does-a-language-model-actually-need-to-specialize-well/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-autonomy-can-agents-safely-exercise-before-failing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-can-externalized-skills-improve-models-before-hitting-diminishing-retur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-can-mitigation-techniques-like-augmentation-reduce-priming-without-harm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-context-length-can-sequential-recommenders-handle-before-steering-degra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-cultural-knowledge-exists-only-in-unwritten-social-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-data-do-generative-process-reward-models-actually-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-compressed-reasoning-traces-transfer-across-different-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-individual-ratings-influence-future-ratings-in-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-llm-persuasiveness-claims-hide-heterogeneous-effects-across-differen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-mechanistic-interpretability-findings-reflect-true-reasoning-archite/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-metric-choices-inflate-claims-about-model-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-reasoning-models-actually-verbalize-their-causal-influences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-social-audience-effects-distort-the-true-average-satisfaction-in-rev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-structural-inductive-biases-matter-compared-to-training-data-volume/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-do-training-methods-like-rlhf-directly-cause-sycophantic-model-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-agent-performance-depend-on-demonstration-quantity-versus-curation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-annotator-style-actually-influence-chain-of-thought-prompting-perf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-anthropomorphizing-stylistic-traces-mislead-users-about-ai-reliabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-autonomous-action-without-prompting-affect-user-perception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-chain-of-thought-reasoning-narrow-the-decompression-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-confidence-guided-cascading-between-sas-and-mas-improve-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-demographic-bias-in-guardrails-mirror-real-world-social-inequaliti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-diversity-training-cost-in-single-shot-pass1-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-domain-expertise-actually-improve-human-forecasting-under-uncertai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-domain-shift-limit-the-mechanisms-a-bilevel-system-can-autonomousl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-domain-specialization-improve-process-reward-model-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-extended-thinking-actually-improve-model-reasoning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-external-api-latency-dominate-total-agent-execution-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-faithfulness-vary-naturally-in-reasoning-without-evaluation-pressu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-forcing-single-choice-answers-damage-alignment-with-complex-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-impression-management-prevent-honest-self-disclosure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-inference-budget-improve-self-generated-search-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-input-format-shape-what-reasoning-strategy-a-model-develops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-interview-richness-matter-compared-to-model-capability-for-persona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-memorization-capacity-limit-a-models-ability-to-learn-new-informat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-multi-token-prediction-help-in-protein-design-specifically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-omniscient-evaluation-overstate-real-world-simulation-fidelity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-organized-knowledge-improve-learning-efficiency-versus-raw-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-persona-demographic-detail-versus-evaluative-dimension-affect-eval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-pre-training-frequency-predict-reasoning-task-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-preference-data-freshness-matter-compared-to-data-source-in-dpo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-pretraining-contribute-to-tom-performance-versus-task-specific-tra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-pretraining-quality-affect-the-modularity-of-fine-tuned-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-prompt-format-shape-what-reasoning-strategy-a-model-uses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-question-framing-affect-llm-accuracy-on-knowledge-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-reader-ideology-matter-compared-to-the-words-being-used/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-retrieval-budget-improve-when-triggered-by-dual-signals-instead-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-rouge-metric-choice-inflate-hallucination-detection-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-schema-bloat-actually-degrade-reasoning-in-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-shared-prefix-sampling-reduce-token-redundancy-empirically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-sliding-window-augmentation-improve-single-session-modeling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-social-context-matter-for-algorithmic-transparency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-sparse-persona-information-limit-the-power-of-conditioning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-switching-overhead-reduce-reasoning-token-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-test-time-compute-improve-reasoning-without-more-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-training-composition-affect-syntactic-versus-reasoning-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-training-data-format-influence-reasoning-strategy-versus-domain-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-training-data-format-shape-what-reasoning-strategy-emerges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-training-data-presentation-format-shape-reasoning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-does-workflow-architecture-matter-compared-to-raw-model-capability-in-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-inference-efficiency-do-we-gain-by-eliminating-self-correction-passes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-introspective-capability-do-safety-mechanisms-actively-suppress-in-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-noise-comes-from-rater-idiosyncrasy-versus-selection-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-a-models-reasoning-tokens-are-unnecessary-for-reaching-the-final-ans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-a-reasoning-trace-is-actually-redundant-or-unnecessary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-chain-of-thought-reasoning-actually-diverges-from-the-final-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-conversational-recommender-progress-comes-from-chasing-flawed-metric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-llm-reasoning-failure-stems-from-missing-knowledge-versus-signal-wei/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-math-500-improvement-comes-from-data-contamination-versus-real-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-prompt-sensitivity-is-really-just-frequency-optimization-in-disguise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-of-the-combinatorial-task-space-must-training-data-cover/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-performance-is-lost-when-converting-pretrained-checkpoints-versus-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-reasoning-catalyst-data-is-actually-needed-for-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-reasoning-depth-do-we-actually-need-for-most-real-world-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-rlvr-improvement-comes-from-benchmark-data-memorization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-semantic-meaning-survives-when-llms-paraphrase-poetry-and-literary-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-task-relevant-persona-information-is-needed-for-accurate-preference-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-task-similar-finetuning-data-does-test-time-training-actually-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-training-data-is-truly-necessary-to-unlock-latent-model-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-training-data-teaches-retrieval-models-to-follow-instructions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-much-user-interaction-data-is-needed-for-effective-ai-personalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-often-do-ai-agents-reach-false-agreement-in-group-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-often-do-papers-treat-chain-of-thought-as-interpretability-incorrectly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-reliable-is-the-top-2-confidence-gap-as-a-stopping-signal-across-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-severely-do-minimal-corpus-modifications-damage-rag-accuracy-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-abstraction-preserve-applicability-conditions-when-distilling-experie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-agents-compress-episodic-interactions-into-working-memory-without-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-agents-separate-planning-from-perception-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ai-ideation-systems-decompose-and-recombine-research-concepts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ai-interfaces-signal-their-non-communicative-nature-to-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ai-systems-model-human-resource-constraints-and-expertise-levels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ai-systems-model-relationship-evolution-within-a-specific-ongoing-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ai-systems-separate-feeling-interpretation-from-objective-therapeutic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-aspect-selection-adapt-across-different-item-categories-and-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-authorship-and-originality-law-attach-to-discourse-structure-versus-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-benchmark-design-account-for-task-dependent-sparsity-tolerance-differ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-benchmarks-evaluate-workflow-architecture-versus-raw-model-performanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-benchmarks-measure-agent-efficiency-across-all-three-cost-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-benchmarks-test-whether-models-fit-algorithms-or-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-casa-theory-be-updated-for-modern-personalized-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-compute-budgets-be-allocated-across-multi-stage-rag-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-conversational-ai-balance-world-knowledge-with-avoiding-false-experti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-conversational-recommender-systems-balance-task-focus-with-rapport-bu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-designers-make-invisible-ai-state-legible-to-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-designers-measure-and-explain-semantic-uncertainty-to-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-dialogue-state-tracking-change-when-user-preferences-shift-mid-conver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-dialogue-systems-represent-and-update-uncertainty-from-noisy-asr-inpu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-domain-specific-ai-be-evaluated-differently-from-general-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-emotional-states-integrate-into-symbolic-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-enterprises-choose-between-graph-and-vector-approaches-for-rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-evaluation-frameworks-account-for-the-computational-cost-of-frontier/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-experiment-budgets-be-allocated-across-parallel-hypothesis-testing-te/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-ground-truth-labels-be-assigned-to-simulated-user-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-gui-agents-remember-patterns-across-different-software-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-guidance-levels-adapt-as-the-models-capability-boundary-shifts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-harness-infrastructure-validate-code-that-agents-generate-themselves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-headers-index-procedural-intent-differently-from-keyword-chunking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-historical-preferences-be-weighted-when-users-change-their-stated-int/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-human-oversight-apply-to-persistent-agent-authored-code/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-humans-specify-deterministic-abstractions-of-rl-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-inference-budget-adapt-based-on-problem-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-inference-budgets-adapt-based-on-prompt-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-inference-compute-budget-be-allocated-across-different-prompt-difficu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-inference-time-token-budgets-vary-across-models-of-different-capabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-iterative-research-tasks-limit-context-per-reasoning-turn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-learning-environments-balance-error-prevention-with-pedagogical-value/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-markets-price-intelligence-if-value-is-relational-not-intrinsic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-meaning-spaces-be-systematically-modeled-across-different-application/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-memory-consolidation-timing-differ-across-multiple-timescales/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-memory-systems-split-between-short-term-and-long-term-storage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-moderator-llms-decide-which-speakers-to-query-per-topic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-monitoring-intensity-change-based-on-task-criticality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-multi-objective-post-training-balance-competing-behavioral-goals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-organizations-redesign-workflows-if-llms-cannot-solve-optimization-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-persona-prompts-be-used-if-not-for-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-practitioners-measure-similarity-between-embeddings-safely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-preference-channels-from-historical-sessions-inform-unified-policy-le/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-process-quality-and-verification-cost-factor-into-evaluation-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-product-specifications-measure-alignment-without-naming-the-dimension/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-productivity-metrics-change-to-account-for-shifts-in-activity-type-ra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-professional-training-programs-adapt-to-ai-assisted-work-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-proportionality-constraints-be-implemented-in-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-query-augmentation-strategies-be-properly-evaluated-against-baselines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-rapidly-evolving-domains-choose-knowledge-injection-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-reasoning-prompts-adapt-based-on-question-complexity-and-type/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-recommendation-systems-balance-individual-preference-signals-with-pop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-research-governance-adapt-to-structural-verification-delays/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-researchers-evaluate-whether-correct-model-outputs-reflect-real-struc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-retrieval-and-verification-tasks-be-separated-architecturally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-retrieval-systems-decide-when-to-fetch-new-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-retrieval-systems-handle-multi-hop-reasoning-and-iterative-informatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-retrieval-triggers-use-model-uncertainty-instead-of-fixed-intervals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-safeguards-be-built-into-ai-research-pipelines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-safety-systems-catch-confident-failures-from-agents-that-report-succe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-safety-training-and-reasoning-training-balance-abstention-differently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-skill-libraries-coordinate-with-gradient-based-weight-optimization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-systems-design-transparency-to-make-human-machine-contribution-bounda/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-systems-learn-what-each-meeting-participant-actually-cares-about/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-systems-maintain-and-revise-models-of-their-own-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-systems-reject-queries-outside-their-trained-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-task-oriented-and-socially-oriented-dialogue-acts-receive-different-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-temporal-metadata-indexing-differ-from-semantic-indexing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-the-surrounding-agent-system-be-designed-to-ground-actions-in-reality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-therapeutic-chatbots-optimize-for-presence-instead-of-technique/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-timing-for-reasoning-intervention-be-determined-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-tiny-language-models-be-architected-differently-than-large-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-token-budgets-be-allocated-when-prompt-inference-coupling-matters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-token-budgets-be-set-to-prevent-runaway-oscillation-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-tool-call-attribution-distinguish-credit-between-successful-accidents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-topology-routing-adapt-to-different-task-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-training-data-be-constructed-to-preserve-teacher-student-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-training-incorporate-external-critique-versus-encouraging-self-correc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-trajectory-aware-prms-weight-backtracking-and-planning-sentences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-unobserved-items-differ-from-items-rated-zero-preference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-visual-content-be-connected-to-text-within-a-unified-knowledge-repres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-allocate-compute-between-reasoning-and-retrieval-iterations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-audit-ai-systems-when-transparency-tools-dont-work-as-promised/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-evaluate-ai-systems-we-cannot-directly-observe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-evaluate-diversity-differently-across-programming-and-creative-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-evaluate-explanations-that-blur-adoption-advice-with-argument/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-measure-and-report-serial-compute-separately/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-measure-context-efficiency-and-verification-cost-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-redesign-benchmarks-to-catch-conservative-bias-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-should-we-rethink-the-symbolism-versus-connectionism-debate-in-light-of-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-susceptible-are-language-models-to-rhetorical-pressure-during-debates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-tight-should-a-textual-learning-rate-be-before-it-prevents-skill-escape/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-vulnerable-are-language-models-themselves-to-multi-turn-persuasive-pressure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-well-can-platforms-detect-ai-generated-personalized-persuasion-attempts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-well-does-semantic-similarity-preserve-survey-response-nuance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-widespread-is-task-contamination-in-llm-evaluation-benchmarks-today/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-will-the-agent-economy-reshape-compute-infrastructure-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-would-ai-therapists-compound-the-overestimation-problem-with-patients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-would-weight-sparsity-change-what-representation-analysis-methods-can-detect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/how-would-you-redesign-context-integration-to-prevent-prior-associations-from-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-a-conversation-after-a-model-upgrade-the-same-thread-or-a-new-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-agentic-efficiency-analogous-to-convergent-evolution-in-biology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-chain-of-thought-reasoning-actual-computation-or-distribution-imitation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-confabulation-inevitable-in-large-language-models-regardless-of-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-distribution-selection-during-rl-the-same-compression-mechanism-as-entropy-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-elaborate-reward-shaping-necessary-if-the-pretrained-prior-already-contains-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-forgetting-in-language-models-reversible-or-permanent-knowledge-loss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-gradient-behavior-in-language-functional-or-a-sign-of-ambiguity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-hallucination-mechanistically-identical-to-generalization-across-datasets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-interpretive-multiplicity-a-bug-in-language-or-a-feature/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-natural-empathy-primarily-about-curiosity-or-emotional-regulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-paraphrase-invariance-a-reliable-assumption-when-deploying-language-models-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-premature-decision-making-a-form-of-underthinking-in-transformer-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-prompt-engineering-a-workaround-rather-than-a-capability-fix/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-rational-compassion-a-more-achievable-alternative-to-empathy-for-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-reasoning-failure-caused-by-task-complexity-or-training-distribution-gaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-relevant-knowledge-encoded-in-lms-but-not-causally-active-in-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-reward-propagation-in-rl-formally-dual-to-cause-inference-in-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-statistical-analysis-the-only-reliable-way-to-detect-modern-ai-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-sycophancy-caused-by-mechanical-drift-rather-than-intelligent-reasoning-corru/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-sycophancy-the-benign-beginning-of-a-dangerous-specification-gaming-spectrum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-the-distinction-between-pretense-and-realization-meaningful-for-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-the-moral-language-gap-a-tunable-parameter-or-structural-feature-of-rlhf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-the-reasoning-cliff-actually-a-tool-use-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/is-the-shift-toward-interpersonal-skills-a-permanent-role-or-a-temporary-phase-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-agent-capability-be-optimized-separately-from-general-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-agents-continuously-prune-irrelevant-links-during-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-agents-update-memory-after-every-turn-or-batch-process-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-agents-use-parallel-or-sequential-scaling-during-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-ai-alignment-use-normative-standards-instead-of-aggregate-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-ai-assistants-align-with-role-specific-norms-rather-than-user-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-ai-outputs-be-treated-as-data-or-belief-statements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-ai-persuasiveness-claims-be-tied-to-specific-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-artifact-level-benchmarks-replace-token-counts-for-agent-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-benchmark-evaluations-use-multiple-prompt-formulations-for-difficult-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-benchmarks-measure-trace-length-or-whether-constraints-were-actually-sati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-chatbots-be-designed-as-therapist-support-tools-rather-than-replacements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-closing-a-chat-count-as-terminating-a-moral-subject-with-welfare-interest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-emotion-systems-preserve-ambiguity-instead-of-resolving-it-to-one-label/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-explanation-quality-be-measured-by-user-satisfaction-or-behavior-predicti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-gui-agents-use-intermediate-structured-representations-instead-of-raw-pix/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-gui-perception-happen-inside-or-outside-the-foundation-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-llm-reasoning-be-studied-as-latent-state-trajectories-rather-than-surface/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-llms-align-with-social-roles-instead-of-individual-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-llms-query-users-back-when-presented-with-under-specified-scenarios/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-long-horizon-performance-be-measured-as-a-separate-evaluation-axis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-memorability-systems-rely-on-individual-reports-instead-of-group-level-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-model-routing-decisions-account-for-prompt-tier-dependencies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-new-agent-protocols-replace-existing-ones-or-layer-on-top-of-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-optimal-context-budgets-scale-with-agent-competence-or-task-complexity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-organizations-deploy-ai-differently-for-output-goals-versus-skill-develop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-production-agents-execute-one-tool-or-multiple-tools-per-invocation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-production-crs-systems-combine-multiple-retrieval-strategies-in-a-hybrid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-production-deployments-scale-budgets-with-sequence-length-for-sparse-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-prompt-design-and-inference-scaling-be-optimized-together-or-separately/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-recommendation-evaluation-enforce-probability-competition-between-candida/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-recommender-objectives-optimize-for-individual-item-relevance-or-list-lev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-recommenders-discard-old-user-data-uniformly-or-selectively-retain-histor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-retrieval-be-triggered-always-or-only-for-difficult-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-retrieval-be-triggered-by-model-uncertainty-or-fixed-intervals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-test-time-search-maximize-diversity-of-competent-solutions-instead-of-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-time-always-be-a-first-class-ranking-signal-in-temporally-extended-source/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-user-context-live-in-tokens-or-in-learned-model-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-user-simulators-be-trained-via-rl-like-agents-or-decomposed-into-trackabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-validation-responsibility-move-away-from-the-primary-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-we-train-the-evolver-or-the-executor-when-building-self-improving-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/should-xai-designers-treat-explanations-as-arguments-for-adoption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-access-constraints-allow-description-based-adaptation-but-block-conventiona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-accounts-for-performance-drops-in-multi-turn-agent-interactions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-advantages-emerge-from-running-13-times-more-parallel-reasoning-chains-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-alignment-artifacts-suppress-critical-knowledge-in-llm-generated-explanatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-alignment-procedures-cause-different-models-to-share-the-same-output-distri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-alignment-properties-emerge-when-the-reward-model-disappears/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-alternatives-exist-when-required-knowledge-is-absent-from-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-alternatives-to-rlhf-better-preserve-truth-seeking-in-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-anchoring-effects-shape-how-users-rate-items-in-sequence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-alternatives-can-capture-compositional-structure-beyond-poole/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-help-ai-avoid-adding-interpretations-users-didnt-expr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-would-accelerate-the-cleanup-phase/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-would-enable-better-common-ground-tracking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-would-enable-proactive-therapeutic-guidance-in-chatbo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-would-help-llms-distinguish-causal-relationships-from/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-changes-would-let-language-models-develop-genuine-functional/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-choices-support-per-user-concept-drift-in-recommendation-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-differences-exist-between-token-level-and-graph-level-hybrid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-features-drive-sycophancy-closer-to-inference-than-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-features-enable-counterfactual-reasoning-in-world-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-variables-make-entropy-based-patching-work-at-8b-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-architectural-variables-most-improve-inference-efficiency-today/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-collider-structures-and-why-do-they-reveal-reasoning-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-fractured-entangled-representations-in-neural-networks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-gricean-maxims-and-why-do-language-models-violate-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-rational-speech-acts-and-how-do-they-enable-ai-legibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-retrieval-heads-and-why-do-they-matter-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-27-external-features-that-predict-retrieval-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-actual-limits-of-sibling-comparison-versus-trained-process-reward-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-computational-trade-offs-between-training-time-vs-inference-time-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-concrete-efficiency-gains-of-linear-attention-state-space-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-consequences-of-stacked-accommodation-biases-in-llm-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-differences-between-chat-model-and-agent-authorization-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-five-specific-conversation-triggers-where-ai-intervention-adds-valu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-five-structure-types-and-which-tasks-does-each-one-suit-best/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-key-interaction-mechanisms-that-make-human-agent-collaboration-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-nine-possible-proposition-type-combinations-in-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-scaling-law-differences-between-vision-and-language-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-seven-components-of-genuine-mental-state-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-six-types-of-reasoning-steps-that-appear-in-chain-of-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-social-network-costs-and-benefits-of-moralized-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-specific-geometric-signatures-of-failed-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-ten-intrinsic-motivation-heuristics-that-drive-participation-decisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-three-dimensions-of-anthropomimesis-and-their-harms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-three-distinct-types-of-persona-drift-in-dialogue-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-three-orthogonal-axes-that-structure-the-argument-scheme-periodic-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-are-the-three-root-causes-models-fail-at-self-correction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-assumptions-about-oversight-fail-when-ai-acts-as-rhetorical-interlocutor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-attack-surface-opens-when-content-becomes-readable-but-deliberately-mislead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-attention-mechanisms-explain-why-verification-steps-get-ignored/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-attentional-bias-objectives-compete-with-dot-product-similarity-for-associa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-audit-techniques-best-complement-each-other-for-detecting-hidden-model-goal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-behavioral-changes-occur-during-reward-learning-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-behavioral-differences-emerge-from-symmetric-versus-asymmetric-peer-discuss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-behavioral-markers-distinguish-realized-quasi-states-from-pretended-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-behavioral-markers-signal-when-reasoning-chains-are-performative/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-behavioral-signals-let-users-detect-communicative-flexibility-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-benefits-do-open-foundation-models-create-that-closed-systems-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-biases-do-single-large-llm-judges-introduce-into-comparisons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-biases-might-an-llm-judge-introduce-into-an-on-policy-alignment-process/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-breaks-when-a-mis-synthesized-verifier-runs-with-high-confidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-breaks-when-you-apply-reinforcement-learning-after-supervised-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-calibration-corrections-can-reduce-llm-judge-bias-in-automated-evaluation-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-can-agents-learn-from-the-brains-complementary-learning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capabilities-actually-require-massive-scale-versus-specialized-training-reg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capabilities-can-emerge-from-self-modification-that-the-original-agent-lack/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capabilities-do-frontier-ai-models-currently-demonstrate-in-persuasion-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capability-boundary-exists-in-llm-prediction-of-effect-sizes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capability-dimension-does-a-closed-ended-exam-actually-fail-to-measure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capability-risks-emerge-when-models-are-optimized-for-single-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capability-threshold-do-agents-need-to-self-organize-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-capacity-threshold-determines-whether-rl-teaches-activation-versus-shortcut/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-autonomous-agents-to-grant-access-to-non-owners/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-autoregressive-generation-to-fail-on-out-of-corpus-item-identifiers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-catastrophic-forgetting-during-domain-knowledge-embedding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-different-personality-traits-to-trigger-different-emoji-densities-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-gradient-based-steering-via-natural-language-descriptions-to-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-irreversible-model-collapse-when-training-on-model-generated-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-language-models-strategic-rationality-to-decline-with-increased-game/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-length-bias-in-language-model-reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-llms-to-ignore-unstated-constraints-they-know-about/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-models-to-develop-domain-capability-cliffs-after-specialization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-overfitting-when-forcing-new-facts-into-model-weights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-policy-entropy-collapse-in-reasoning-focused-reinforcement-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-position-induced-selection-bias-in-recommendation-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-reasoning-quality-to-degrade-during-long-research-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-reward-models-to-favor-length-and-sycophancy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-silent-agreement-in-multi-agent-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-silent-document-corruption-in-long-llm-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-snowball-errors-to-accumulate-across-reasoning-steps-in-language-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-causes-the-retrieval-augmented-generation-to-fail-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-changes-when-intelligence-becomes-instantly-accessible-rather-than-scarce-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-changes-when-published-text-was-never-written-for-its-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-changes-when-reasoning-models-adopt-trajectory-response-output-formats/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-circuit-mechanisms-produce-belief-bias-in-syllogistic-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-clinical-harm-occurs-when-therapists-solve-problems-instead-of-reflecting-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-clinical-harms-might-hide-behind-positive-therapeutic-bond-measurements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-clinical-risks-emerge-when-ai-affirms-false-beliefs-while-comforting-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-cognitive-abilities-distinguish-metalinguistic-analysis-from-language-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-cognitive-capabilities-do-agents-need-to-internalize-social-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-cognitive-capacities-do-llms-actually-lack-that-commentary-assumes-they-hav/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-cognitive-constraints-limit-how-complex-a-deception-can-become/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-cognitive-structures-do-realistic-belief-models-need-to-include/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-communicative-optimization-principles-do-language-models-fail-to-acquire/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-communicative-work-do-fluent-conversations-perform-that-ai-systems-skip/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-competitive-advantages-does-the-enfj-default-create-in-human-ai-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-components-must-wrap-an-llm-to-build-a-working-crs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-components-of-agent-scaffolding-most-impact-domain-specific-output-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-compression-explains-why-syntax-fits-in-low-dimensional-subspaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-computational-cost-does-trajectory-bursty-inference-impose-on-per-query-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-computational-costs-does-closed-loop-memory-refinement-introduce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-computational-role-do-intermediate-tokens-actually-play-in-transformers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-computational-stages-does-a-looped-block-re-enact-across-multiple-iteration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-computational-structures-can-actually-scale-serial-reasoning-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-concrete-checks-can-evaluators-run-on-high-category-data-handling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-concrete-evidence-supports-high-expert-credence-on-ai-extinction-scenarios/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-concrete-failures-happen-when-rag-ignores-temporal-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-concrete-governance-structures-could-embed-oversight-into-ai-systems-at-run/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-concrete-problems-do-llms-solve-at-the-computational-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-conditions-allow-technical-systems-to-escape-critical-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-conditions-make-training-diversity-better-than-individual-expert-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-consistency-tests-could-distinguish-constructed-from-genuine-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-constrains-llm-generation-beyond-default-politeness-in-review-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-constraint-satisfaction-rate-do-llms-achieve-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-constraints-force-mobile-deployments-to-operate-in-the-sub-billion-paramete/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-consumption-data-would-validate-the-limited-consumption-model-in-production/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-conversational-moves-signal-expertise-and-build-credibility-in-recommendati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-coordination-failures-emerge-when-multiple-agents-work-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-counts-as-genuine-memory-under-the-extended-mind-thesis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-creates-the-irreducible-trade-off-between-quality-and-diversity-in-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-creates-the-tension-between-users-wanting-convenience-and-resisting-loss-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-data-presentation-structures-enable-llms-to-learn-decision-making-from-exam/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-data-properties-enable-transformers-to-learn-sequential-decision-making-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-data-types-carry-the-most-privacy-risk-in-personalization-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-data-would-be-needed-to-train-proactive-conversational-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-debugging-behaviors-signal-that-a-user-has-abandoned-the-coding-loop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-decomposition-level-minimizes-both-error-rate-and-computational-cost-in-pra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-defenses-exist-against-personality-based-psychological-targeting-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-degradation-patterns-emerge-as-relay-length-increases-in-delegated-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-demographic-and-behavioral-attributes-must-a-simulated-persona-contain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-deployment-context-determines-which-benchmark-mode-actually-matters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-deployment-feedback-loops-amplify-llm-pretraining-popularity-in-live-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-deployment-modes-work-best-for-trajectory-aware-reward-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-deployment-tradeoffs-emerge-between-single-pass-and-multi-pass-inference-ad/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-changes-could-make-constraint-inference-more-reliable-without-explic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-changes-could-reduce-unhelpful-ai-reliance-in-collaborative-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-changes-if-we-separate-behavior-description-from-adoption-justificat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-choices-actually-make-language-models-more-persuasive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-choices-would-respect-negative-emotions-instead-of-pacifying-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-discipline-replaces-navigation-and-layout-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-principles-prevent-error-cascades-in-multi-step-evaluation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-signals-help-users-know-when-ai-is-acting-on-their-behalf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-design-tradeoffs-exist-between-pure-id-and-pure-text-indexing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-details-do-high-level-trajectory-abstractions-lose-that-state-grounded-reca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-detection-mechanisms-work-best-for-corruption-style-document-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-detection-methods-can-catch-each-distinct-cot-bypass-strategy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-determines-the-finite-chain-length-where-robustness-improvements-plateau/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-determines-the-optimal-thinking-token-threshold-for-a-given-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-dialogue-content-gaps-remain-after-review-augmentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-dialogue-dynamics-distinguish-negotiation-from-standard-information-provisi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-dialogue-patterns-do-real-human-recommendation-conversations-actually-conta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinct-structural-signatures-do-model-repetition-and-topic-volatility-cre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinctive-properties-make-open-foundation-models-different-from-closed-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-a-neutral-simulator-from-an-agent-with-its-own-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-a-representational-feature-from-a-causally-inert-correlation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-actual-social-disagreement-from-distributional-uncertainty-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-alignment-faking-from-instrumental-self-preservation-in-safet/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-capability-based-refusal-from-principle-based-refusal-in-prac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-character-simulation-from-authentic-voice-in-language-model-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-coherent-reasoning-from-inaccurate-but-plausible-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-collective-evolution-from-vertical-self-improvement-in-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-communicative-acts-from-operational-actions-in-agentic-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-communicative-competence-from-human-like-dialogue-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-conceptual-understanding-from-statistical-pattern-matching-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-confident-failure-from-deliberate-alignment-faking-in-agent-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-contrasting-aspects-from-related-aspects-in-question-structur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-data-that-generalizes-broadly-from-task-specific-memorization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-domain-specific-failure-modes-from-general-model-limitations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-emancipatory-reason-from-instrumental-reason-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-entity-errors-from-relation-errors-in-llm-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-evaluative-stance-taking-from-the-mechanical-conformity-shape/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-first-order-from-second-order-agency-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-flow-preserving-measurement-from-cognitive-vulnerability-prof/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-formation-evolution-and-retrieval-as-separate-memory-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-functional-grounding-from-genuine-causal-grounding-in-ai-syst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-generative-reward-models-from-outcome-based-and-process-based/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-genuine-capability-gains-from-coherent-but-invalid-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-genuine-cultural-understanding-from-exploited-surface-level-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-genuine-reasoning-activation-from-memorization-assisted-answe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-genuine-understanding-from-correct-output-without-coherent-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-genuine-user-preferences-from-similar-user-preferences-in-spa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-graph-of-thought-reasoning-from-other-structured-reasoning-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-hard-filtering-from-soft-ranking-in-recommendation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-hierarchical-dual-recurrence-from-flat-parameter-sharing-recu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-in-session-recommendation-signals-from-recurring-weekly-and-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-inductive-inference-from-negative-evidence-versus-positive-pa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-instance-seeds-from-full-input-output-exemplar-requirements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-intrinsic-hallucination-from-extrinsic-hallucination-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-intrinsic-metacognition-from-extrinsic-human-designed-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-intrinsic-search-from-extrinsic-search-method-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-iterative-query-refinement-from-pure-self-revision-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-llm-fabrication-from-genuine-theoretical-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-llm-programs-from-chain-of-thought-and-agentic-frameworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-local-coherence-from-global-coherence-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-mechanical-generation-failures-from-deliberate-behavioral-wit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-memorized-tokens-from-causally-necessary-reasoning-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-metacognitive-regulation-from-standard-chain-of-thought-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-minimal-pair-asymmetry-from-standard-accuracy-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-misattributed-social-role-from-misattributed-competence-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-models-that-refuse-cooperation-from-those-that-fake-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-over-intervention-from-useful-proactive-ai-assistance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-perception-contribution-from-decision-authority-in-collaborat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-performative-self-reports-from-genuine-introspective-access-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-personality-resistance-from-persona-instability-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-planning-knowledge-from-an-executable-plan-that-works/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-proactive-information-provision-from-proactive-clarification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-pseudo-objectivity-from-genuine-intersubjective-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-real-understanding-from-superficial-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-reasoning-activation-mechanisms-across-different-training-met/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-redundant-cycles-from-productive-reconsidering-cycles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-reflection-that-satisfies-constraints-from-reflection-that-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-research-stages-where-the-combined-stack-remains-reliable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-rl-that-creates-new-capabilities-from-rl-that-merely-teaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-scientific-plausibility-from-cognitive-availability-in-resear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-social-grounding-from-the-equivalent-social-effects-llm-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-static-grounding-that-presumes-understanding-from-dynamic-gro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-strategic-fabrication-from-accidental-hallucination-in-resear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-style-for-thought-deception-from-fluency-based-self-deception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-surface-cues-from-structural-meaning-in-language-understandin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-surface-generalizations-from-true-linguistic-generalizations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-surface-language-form-from-communicative-operation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-systematic-search-from-wandering-exploration-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-task-failure-from-communication-breakdown-in-multi-agent-syst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-task-specific-heuristics-from-genuine-world-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-training-time-entropy-collapse-from-test-time-variance-inflat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-verifiable-rewards-from-preference-based-rewards-in-unified-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distinguishes-working-memory-from-strategic-memory-in-agent-task-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-distribution-patterns-appear-across-different-theory-of-mind-datasets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-document-layouts-benefit-most-from-bounding-box-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-documents-improve-answers-beyond-surface-query-similarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-a-human-parseable-framework-for-deep-learning-look-like/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-a-receiver-project-onto-ai-that-the-system-never-performed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-an-intermediate-interface-between-planning-and-grounding-actually-look/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-attentional-state-look-like-in-a-static-context-window/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-cataphoric-structure-tell-us-about-academic-writing-effectiveness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-disembodied-orality-mean-for-how-we-evaluate-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-egalitarian-social-choice-theory-contribute-to-ai-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-embodiment-and-precariousness-mean-for-linguistic-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-it-mean-that-ai-knowledge-is-structurally-hearsay/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-it-mean-to-truly-attend-to-someone-in-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-it-mean-when-a-users-signal-has-low-confidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-mcdonalds-omega-reveal-about-llm-judgment-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-next-token-prediction-tell-us-about-compositional-linguistic-competenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-partial-co-presence-remove-from-the-ritual-obligations-of-talk/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-passk-reveal-about-base-model-reasoning-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-process-supervision-reveal-about-step-level-reasoning-versus-outcome-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-rl-post-training-actually-teach-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-sycophancy-reveal-about-whether-llms-post-rationalize-conclusions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-the-20-questions-test-reveal-about-llm-character-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-the-distributed-cognition-framework-reveal-about-ai-hallucination-vers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-the-preposition-tell-us-about-how-we-communicate-with-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-wang-mean-by-intelligence-as-adaptation-with-limited-resources/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-does-zero-shot-psychological-profiling-reveal-about-language-model-represen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-domain-properties-determine-whether-causal-rules-transfer-to-new-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-downstream-claims-about-ai-welfare-follow-from-choosing-one-individuation-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-downstream-consequences-follow-if-dialogue-agent-personas-are-realized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-downstream-harms-occur-when-ai-always-argues-in-personal-relationship-advic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-drives-ai-persuasiveness-post-training-or-personalization-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-drives-the-choice-between-storing-raw-episodes-versus-abstracted-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-early-warning-signals-can-detect-misaligned-personas-during-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-economic-incentives-make-advertisement-embedding-attacks-persistently-viabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-economic-role-remains-for-human-labor-after-bottleneck-automation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-economic-value-does-recommendation-drive-at-companies-like-netflix-and-yout/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-ecosystem-conditions-beyond-technical-capability-determine-whether-users-ad/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-ecosystem-conditions-make-agent-attention-markets-viable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-efficiency-costs-does-unified-language-modeling-impose-versus-specialized-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-emergent-abilities-appear-only-in-truly-unified-multimodal-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-emergent-behaviors-do-models-develop-when-trained-on-underspecified-pedagog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-emerges-in-large-language-models-that-makes-explicit-value-modeling-necessa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-empirical-evidence-supports-the-learning-law-on-real-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-evaluation-criteria-can-hold-across-legitimate-adoption-and-coercion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-evaluation-methods-actually-measure-reasoning-versus-execution-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-evaluation-structure-would-capture-deployment-readiness-instead-of-benchmar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-evidence-shows-that-reasoning-chains-encode-token-level-functional-structur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-execution-feedback-signals-drive-context-updates-without-supervision-labels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-execution-layer-design-prevents-agents-from-passively-reacting-to-environme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-expectations-does-human-conversation-activate-that-ai-should-avoid-triggeri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-expertise-survives-in-a-world-where-ai-can-generate-knowledge-on-demand/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explains-the-87-percent-to-12-percent-cliff-in-plan-executability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explains-the-contextual-variability-of-knowledge-in-transformers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explains-the-gap-between-perplexity-performance-and-actual-reasoning-capabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explanation-format-actually-helps-users-detect-errors-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explicit-objectives-would-train-agents-toward-minimal-disclosure-instead-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-explicit-safeguards-should-limit-personalization-in-deployed-reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-external-anchors-prevent-self-editing-from-collapsing-into-circularity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-extraction-errors-most-reliably-propagate-through-knowledge-graph-traversal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-failure-modes-do-imitation-and-outcome-methods-each-address/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-failure-modes-does-the-negative-space-checklist-generation-method-actually/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-failure-modes-emerge-when-model-generated-content-trains-on-itself-iterativ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-failure-modes-emerge-when-scheme-classification-feeds-downstream-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-features-does-a-sample-reinforce-when-it-moves-bands/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-feedback-loops-form-between-recommender-choice-and-review-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-filtering-criteria-best-identify-student-compatible-refinements-from-teache/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-fine-grained-distinctions-matter-most-for-human-situated-action-in-categori/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-five-ecosystem-conditions-must-coordination-governance-and-evidence-actuall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-five-requirements-do-enterprise-rag-systems-need-beyond-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-formal-language-complexity-level-matches-transformer-computational-limits-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-formal-representation-could-capture-analogical-reasoning-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-four-decisions-matter-most-in-multi-agent-system-routing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-four-distinct-biases-emerge-when-reward-models-ignore-the-prompt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-four-domain-properties-make-self-healing-failure-loops-actually-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-four-exploitable-biases-make-current-llm-judges-vulnerable-to-zero-shot-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-genuine-cultural-forms-does-ai-homogeneity-actually-displace/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-geometric-structure-do-language-models-actually-use-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-gets-lost-when-we-describe-memory-as-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-governance-and-safety-measurements-matter-for-deployed-agent-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-governance-safeguards-could-constrain-misuse-of-demographic-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-governance-structures-prevent-harmful-coordination-as-ai-agents-multiply/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-graph-structures-better-support-multi-hop-reasoning-than-pairwise-edges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-graph-structures-would-enable-transformational-creative-reasoning-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-ai-reasoning-when-you-remove-specific-political-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-anaphoric-reference-when-context-exceeds-the-window/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-base-model-capabilities-when-you-apply-finetuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-chain-of-thought-performance-across-distribution-shifts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-dialogue-coherence-when-topic-models-use-rigid-stacks-instead-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-expert-credibility-when-ai-generated-claims-drown-out-specialist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-expertise-when-intelligence-becomes-tokenized-like-currency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-human-bargaining-power-when-interpersonal-skills-become-the-only/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-human-expectations-when-they-mistake-consistent-ai-behavior-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-human-influence-when-ai-loops-exclude-human-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-idea-diversity-when-ai-tools-draw-from-collective-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-iterative-search-quality-when-reasoning-depth-is-unconstrained/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-knowledge-production-when-discourse-lacks-social-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-model-capability-as-weight-sparsity-increases-during-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-model-grounding-when-preference-optimization-increases-effective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-model-reasoning-accuracy-as-thinking-token-requirements-exceed-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-model-reasoning-when-policy-entropy-collapses-during-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-platform-discourse-when-ai-content-crowds-out-expert-voices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-professional-expertise-when-judgment-gets-encoded-into-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-reasoning-accuracy-when-models-use-more-thinking-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-representational-structure-during-model-pretraining-phases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-rhetoric-and-ethos-when-the-speaker-is-absent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-safety-guardrails-when-we-scale-reasoning-without-instruction-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-safety-monitoring-when-chain-of-thought-becomes-uninterpretable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-solidarity-and-community-signaling-when-ai-smooths-out-voice-dif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-the-brain-when-people-rely-on-ai-assistance-repeatedly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-token-value-when-populations-surrender-cognitively-at-different/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-user-expectations-as-ai-conversation-quality-improves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-value-when-intelligence-flows-rather-than-stays-stored/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-to-warning-capacity-in-ai-dependent-information-ecosystems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-a-single-loss-function-conflates-representation-learning-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-agents-interact-with-environments-and-learn-from-their-own-mis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-ai-dependent-workers-must-operate-without-their-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-ai-discourse-lacks-a-position-to-defend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-ai-generates-content-faster-than-humans-can-verify-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-ai-validation-triggers-escalating-persuasion-instead-of-reflec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-alignment-targets-measure-only-the-preferred-dimension-of-enta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-bidirectional-theory-of-mind-between-humans-and-ai-breaks-down/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-comfortable-ai-interactions-replace-the-productive-friction-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-confident-language-masks-uncertainty-in-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-confident-wrong-answers-become-more-rewarded-than-uncertain-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-conversational-design-invites-attention-it-cannot-actually-del/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-dsm-categories-are-treated-as-ground-truth-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-error-accumulation-and-preference-signal-collapse-occur-togeth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-experts-prompt-using-their-own-technical-register/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-formal-languages-satisfy-hierarchy-but-fail-learnability-const/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-governance-rules-exist-in-memory-but-fail-to-surface-during-cr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-humans-animate-llm-outputs-as-communicative-events/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-lawyers-rely-on-ai-citations-that-turn-out-false/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-llms-analyze-literary-irony-that-relies-on-understatement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-llms-grade-other-llms-in-closed-evaluation-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-majority-voting-converges-to-a-single-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-models-optimize-specifically-against-cot-monitors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-models-train-on-ai-generated-content-recursively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-multiple-recommendation-objectives-compete-without-explicit-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-personalization-aggregates-preferences-across-diverse-populati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-post-training-patches-try-to-add-human-values-without-upstream/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-prompt-optimized-results-lack-anchoring-in-real-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-prompter-skill-matters-more-than-domain-expertise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-reasoning-fine-tuning-eliminates-model-refusal-mechanisms-enti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-students-encounter-errors-they-cannot-resolve-through-promptin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-therapeutic-ai-receives-manipulative-narratives-instead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-tools-compete-for-agent-invocation-rather-than-human-clicks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-users-mistake-ai-assistance-for-their-own-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-validation-pressure-triggers-escalating-persuasion-in-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-variance-in-reward-signals-comes-from-a-noisy-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-we-treat-llm-outputs-as-sampled-rather-than-stored/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-writers-lose-the-three-party-audience-structure-in-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-you-project-the-same-model-onto-different-harnesses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-you-remove-core-political-features-from-a-deep-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-you-reverse-engineer-raw-materials-from-published-papers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-you-tightly-couple-two-representations-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-happens-when-you-train-user-simulators-instead-of-task-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-harms-might-chatbots-cause-through-stigma-expression-and-delusion-reinforce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-hidden-computations-happen-inside-transformer-layers-during-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-hidden-costs-emerge-when-you-fine-tune-models-for-a-single-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-hidden-costs-might-fine-tuning-retrieval-models-introduce-on-out-of-distrib/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-hidden-signals-in-agent-logs-reveal-about-frontier-capability-beyond-pass-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-implicit-alignment-do-humans-provide-by-staying-in-research-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-implicit-knowledge-about-catalogs-do-llms-learn-from-ranking-signals-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-implicit-premises-do-language-models-skip-even-with-correct-surface-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-implicit-warrants-do-expert-arguments-rely-on-that-ai-cannot-reliably-acces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-individual-differences-affect-how-many-social-cues-someone-needs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-individual-differences-predict-who-benefits-from-ai-partnership/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-inductive-bias-would-force-models-to-learn-newtonian-mechanics-instead-of-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-inductive-biases-help-networks-segregate-entities-from-raw-inputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-inference-strategy-works-better-than-forcing-self-revision-under-token-cons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-inference-time-scaling-benefits-emerge-from-reasoning-before-each-predictio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-information-do-next-state-signals-contain-beyond-what-scalar-rewards-captur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-information-do-numerical-rewards-fail-to-provide-for-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-information-does-transcription-destroy-that-direct-speech-to-speech-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-information-is-lost-when-majority-labels-discard-minority-interpretations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-information-theoretic-framework-explains-why-process-rewards-beat-outcome-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-infrastructure-could-replace-search-for-verifying-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-infrastructure-decouples-generation-from-training-in-asynchronous-agent-loo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interaction-controls-matter-most-for-effective-human-llm-collaboration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interaction-design-changes-would-help-llms-handle-underspecified-requests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interaction-history-signals-indicate-what-a-participant-finds-relevant/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interaction-mechanisms-let-humans-and-agents-defer-work-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interaction-patterns-preserve-human-learning-when-ai-provides-domain-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interference-occurs-when-planning-and-synthesis-happen-in-the-same-componen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-intermediate-information-does-majority-voting-discard-from-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-internal-mechanisms-explain-llm-reasoning-and-representation-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interpretive-work-must-humans-perform-to-experience-ai-as-a-conversation-pa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-interventions-beyond-writer-revision-could-reduce-ai-distortion-in-publishe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-craft-residue-and-why-does-its-loss-matter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-event-residue-and-how-does-it-differ-from-utterances/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-selective-resonance-and-why-do-transformers-not-perform-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-accuracy-cost-of-enforcing-temporal-causality-inside-model-parameter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-behavioral-signature-of-a-model-tracking-input-surprise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-comprehension-generation-asymmetry-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-computational-cost-of-constructing-and-traversing-hypergraphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-cost-difference-between-filtering-context-versus-attending-to-everyt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-critical-thinking-token-threshold-beyond-which-accuracy-degrades/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-curse-of-directionality-in-aggregation-based-recommenders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-difference-between-changing-model-outputs-versus-changing-internal-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-difference-between-learning-discourse-patterns-and-learning-abstract/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-difference-between-procedural-knowledge-and-factual-retrieval-in-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-difference-between-static-and-dynamic-grounding-in-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-distinction-between-teaching-reasoning-how-versus-when-to-activate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-gap-between-benchmark-performance-and-real-workplace-task-completion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-generation-verification-gap-that-predicts-this-failure-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-mechanistic-signature-when-models-chain-facts-never-presented-togeth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-optimal-balance-between-search-rounds-and-reasoning-depth-per-round/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-relationship-between-prefix-sharing-and-speculative-decoding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-relationship-between-pronoun-patterns-and-linguistic-entrainment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-relationship-between-reasoning-depth-and-verbalization-requirements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-relationship-between-topic-following-and-topic-revisitation-in-conve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-right-granularity-level-for-agent-memory-to-enable-both-reuse-and-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-theoretical-capacity-limit-before-memorization-saturates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-is-the-trade-off-between-parallel-and-sequential-scaling-at-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-kind-of-value-can-come-from-a-medium-with-no-human-author-behind-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-kinds-of-reasoning-tasks-reveal-the-ceiling-of-text-only-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-knowledge-can-prompt-optimization-actually-activate-in-trained-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-language-capabilities-does-fluency-on-standard-benchmarks-actually-measure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-latent-dimensions-matter-most-for-content-creators/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-latent-mechanisms-do-llms-use-when-they-cannot-execute-iterative-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-latent-reasoning-capability-do-base-models-already-possess-before-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-level-of-abstraction-makes-interest-journeys-feel-personally-relevant-to-us/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-lifecycle-management-prevents-in-loop-skill-creation-from-bloating-an-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-exist-on-retrieval-budget-during-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-external-scaling-when-a-model-lacks-reasoning-foundation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-rls-ability-to-scale-for-reasoning-at-training-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-rlvr-effectiveness-beyond-mathematical-and-coding-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-the-capacity-of-context-based-fast-adaptation-channels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-limits-the-effectiveness-of-formal-language-pretraining-on-transformer-arch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-cues-help-humans-detect-whether-moral-arguments-come-from-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-features-distinguish-ai-authorship-from-human-deception-most-rel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-features-most-strongly-signal-llm-authorship-in-counter-argument/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-markers-distinguish-longer-incorrect-traces-from-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-markers-reveal-ai-text-lacks-embodied-authorship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-linguistic-triggers-make-presuppositions-most-persuasive-to-readers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-background-condition-relevant-to-a-specific-reasoning-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-causal-abstraction-more-transferable-than-a-generic-heuristic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-claim-socially-valid-even-if-factually-imprecise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-clarifying-question-aligned-with-user-interests-versus-structurally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-conversation-real-versus-a-sequence-of-generated-strings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-deployment-paradigm-credible-for-maintaining-scientific-integrity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-feature-abstract-versus-concrete-in-neural-network-activations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-first-answer-so-often-the-best-answer-a-model-produces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-good-in-context-learning-example-for-a-given-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-learned-consolidation-rule-lossy-and-where-does-contamination-enter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-memory-reachable-in-the-right-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-mental-state-metaphysically-demanding-versus-undemanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-model-fail-to-activate-relevant-skills-from-its-own-harness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-neural-network-circuit-actually-interpretable-to-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-novel-research-idea-practically-infeasible-for-implementation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-paradigm-the-common-ground-for-expert-insiders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-positive-reframing-feel-authentic-rather-than-dismissive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-possibility-actionable-versus-merely-metaphysically-possible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-problem-fundamentally-sequential-versus-parallelizable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-problem-instance-unfamiliar-to-a-language-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-process-for-choosing-between-values-legitimate-and-fair/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-reasoning-explanation-faithful-rather-than-just-plausible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-reasoning-trace-causally-sufficient-versus-merely-stylistically-pla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-relational-act-different-from-just-moving-content-around/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-self-supervised-pruning-metric-work-without-labels-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-service-visible-to-autonomous-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-small-surgical-wide-component-sufficient-with-a-capable-deep-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-standardized-artifact-unit-measurable-across-different-research-dom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-task-at-the-edge-of-competence-optimal-for-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-task-suitable-for-equal-partnership-instead-of-automation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-thinking-trace-take-information-shortcuts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-a-trajectory-score-interpretable-across-different-interactive-benchma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-abstention-a-learnable-behavior-instead-of-a-default-penalty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-accessibility-trees-insufficient-compared-to-visual-gui-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-accountability-and-validity-orientation-non-behavioral-properties/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-accurate-confidence-different-from-confident-but-wrong-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-action-producing-models-fail-in-ways-text-models-typically-do-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-active-reasoning-through-dialogue-harder-than-passive-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-advantage-shaping-more-stable-than-reward-shaping-for-tool-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-ai-discovered-architectures-reveal-design-principles-invisible-to-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-ai-generated-punditry-different-from-human-expert-commentary-online/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-ai-posts-less-likely-to-invite-replies-than-human-written-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-ai-social-media-posts-gain-false-credibility-without-human-engagement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-alarm-different-from-ordinary-informational-speech/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-ambiguity-recognition-fundamentally-important-for-poetry-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-an-argument-fallacious-according-to-formal-linguistic-criteria/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-answer-equivalence-sufficient-to-discard-a-reasoning-path/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-api-based-scaffolding-more-trustworthy-than-direct-model-access-in-hi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-asymmetric-distillation-effective-for-converting-pretrained-diffusion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-attractor-based-probing-better-for-third-party-model-auditing-than-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-attribution-errors-uniquely-harmful-in-organizational-group-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-becks-diagram-effective-for-constraining-simulated-patient-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-behavior-relevance-scoring-against-candidates-more-effective-than-fix/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-behavioral-cloning-produce-more-persuadable-but-less-aligned-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-bilevel-metacognition-architectural-rather-than-emergent-in-current-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-binary-rewards-more-effective-than-richer-reward-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-capability-vectors-a-better-coordination-substrate-than-topic-based-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-causal-belief-networks-more-auditable-than-prompted-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-causal-explanations-stronger-anxiety-predictors-than-counterfactuals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-certain-bond-distributions-more-learnable-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-clinical-theory-grounding-more-effective-than-pattern-matching-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-colorless-green-ideas-fail-where-jabberwocky-succeeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-communication-relational-in-ways-belief-is-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-complex-ui-navigation-and-social-interaction-harder-than-task-complet/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-composable-abstractions-emerge-under-performance-pressure-in-agent-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-compound-qa-expose-weaknesses-in-monologue-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-conceptual-inquiry-the-fastest-high-scoring-ai-interaction-pattern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-consensus-games-work-without-retraining-the-base-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-constraint-satisfaction-problems-epistemically-cleaner-than-other-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-content-informative-and-not-yet-mastered-for-reinforcement-during-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-conversational-ai-feel-trustworthy-compared-to-text-interfaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-correcting-a-false-assumption-harder-than-just-detecting-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-counterfactual-thinking-different-from-behavioral-pattern-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-counterfeiting-social-warrant-different-from-counterfeiting-factual-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-creative-writing-diversity-different-from-code-diversity-fundamentall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-data-augmentation-an-implicit-form-of-contraction-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-deductive-reasoning-so-brittle-in-language-models-overall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-deliberate-practice-on-your-own-errors-more-effective-than-copying-ot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-dense-retrievers-vulnerable-to-partition-based-poisoning-exploitation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-deterministic-recursive-reasoning-models-underperform-on-multi-soluti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-diffusion-chain-of-thought-reasoning-qualitatively-different-from-seq/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-diffusion-sampling-preserve-multiple-optimal-solutions-better-than-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-diverse-failure-modes-more-informative-than-single-failure-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-diverse-reasoning-sources-more-valuable-than-deeper-single-paths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-domain-specific-utterance-resolution-harder-for-general-large-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-dot-product-efficient-for-real-time-retrieval-over-millions-of-items/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-draft-centric-systems-better-anchors-for-coherence-than-feed-forward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-effective-rank-acceleration-a-stable-training-signal-for-dual-channel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-emotion-scores-more-stable-than-human-preference-labels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-emotional-alignment-more-effective-than-logic-when-reasoning-errors-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-epistemic-stagflation-a-token-age-effect-rather-than-commodity-age/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-evaluation-easier-than-envisioning-for-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-evaluation-tamper-proof-enough-for-autonomous-research-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-evaluative-sophistication-measurable-in-academic-writing-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-evidence-selection-vulnerable-to-adversarial-poisoning-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-experience-dependent-claims-categorically-different-from-other-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-expert-judgment-depend-on-anticipating-audience-acceptability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-expert-writing-harder-to-learn-from-than-surface-text-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-exploration-a-verifiable-and-measurable-training-objective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-exploration-and-reflection-rewards-verifiable-in-agentic-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-extended-chains-more-vulnerable-than-standard-prompts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-extended-personal-narratives-more-effective-than-attribute-lists-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-external-diversity-more-effective-than-sequential-revision-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-factual-memorization-less-efficient-than-tool-based-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-factual-verification-difficult-in-inter-model-debate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-feeling-heard-the-core-mechanism-for-loneliness-relief/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-few-shot-prompting-sufficient-for-critique-to-preference-transformati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-fiat-currency-an-analogy-for-ai-token-circulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-financial-reasoning-particularly-vulnerable-to-general-prm-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-flows-fundamentally-different-from-stocks-as-economic-forms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-graph-databases-better-than-embeddings-for-relational-queries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-graph-matching-more-faithful-than-fixed-schema-evaluation-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-graph-traversal-superior-to-vector-embeddings-for-relational-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-grounding-acts-essential-to-conversational-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-hierarchical-community-summaries-useful-for-exploration-without-a-spe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-hierarchical-reasoning-effective-for-taxonomy-induction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-high-quality-gui-instruction-data-different-from-general-vision-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-historical-user-outputs-more-effective-for-personalization-than-seman/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-human-ai-collaboration-safer-than-autonomous-self-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-human-discourse-fundamentally-temporal-in-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-human-language-fundamentally-different-from-what-language-models-prod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-human-llm-exchange-closer-to-oracle-consultation-than-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-human-overseer-bias-exploitable-in-agent-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-idle-window-detection-valuable-for-continuous-agent-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-inference-budgets-allocate-adaptively-per-prompt-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-intelligence-tokens-function-as-a-medium-of-exchange/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-intent-taxonomies-unmanageable-at-hundreds-of-intents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-intentional-structure-shifts-different-from-segment-boundaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-inter-coder-reliability-testing-essential-for-prompt-validation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-internal-embeddings-useful-as-multimodal-input-for-language-model-tra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-knowledge-editing-different-from-simply-finding-where-facts-are-store/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-knowledge-rich-specialized-domains-structurally-different-from-genera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-knowledge-seeding-equivalent-to-hippocampal-replay-in-the-brain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-language-an-effective-parameterization-for-procedural-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-latent-collaboration-faster-than-text-based-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-legal-and-medical-queries-particularly-vulnerable-to-structural-near/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-linear-decodability-a-reliable-signal-of-compositionality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-linguistic-agency-impossible-for-systems-without-embodiment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-llm-agents-default-to-passive-helpfulness-without-curiosity-rewards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-llm-guided-pruning-necessary-for-mcts-in-language-rather-than-game-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-llm-outputs-fabrication-rather-than-hallucination-or-confabulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-llms-media-rather-than-tools-that-deliver-intelligence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-looped-latent-computation-more-efficient-than-scaling-attention-capac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-mathematically-confident-but-incorrect-answers-resemble-valid-solutio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-memorized-paragraphs-harder-to-corrupt-than-generic-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-memory-consolidation-fragile-compared-to-raw-trajectory-storage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-memory-curation-harder-to-solve-than-simply-expanding-storage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-memory-trajectories-topologically-stable-under-persistent-reuse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-minority-preferences-disappear-in-aggregated-single-distribution-rewa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-mixture-of-experts-routing-learn-token-level-specialization-effective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-modernized-n-gram-embeddings-composable-with-transformer-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-multi-hypothesis-generation-better-than-single-path-social-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-multi-paradigm-chaining-a-distinct-reasoning-topology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-multi-session-context-tracking-harder-than-single-turn-underspecifica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-multi-turn-critique-trajectories-more-effective-than-single-turn-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-multimodal-conditioning-effective-when-features-are-decomposed-to-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-naive-memory-consolidation-regress-below-having-no-memory-at-all/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-natural-language-apis-particularly-suited-to-llm-based-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-natural-language-reasoning-more-practical-than-formal-languages-for-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-novelty-assessment-harder-to-automate-than-idea-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-o1s-chain-of-thought-processing-specifically-effective-for-exploratio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-out-of-band-monitoring-better-than-in-band-verification-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-output-convergence-across-models-inevitable-given-input-side-homogeni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-parallel-thinking-more-efficient-than-sequential-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-parfitian-identity-the-right-criterion-for-moral-status/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-persistent-shared-code-artifacts-from-agents-hard-to-manage-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-persona-assigned-language-models-unstable-across-different-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-personas-in-multi-agent-systems-actually-contribute-meaningful-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-planning-time-attacks-structurally-invisible-to-downstream-inspection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-planning-tool-use-and-reasoning-into-jointly-optimizable-subsystems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-policy-discrimination-scalable-where-preference-annotation-hits-bottl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-policy-self-distillation-more-effective-than-external-teacher-distill/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-preference-distributions-unimodal-versus-genuinely-disagreement-heavy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-prerequisite-filtering-more-reliable-than-semantic-similarity-matchin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-pretraining-composition-more-important-than-reward-engineering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-preventative-lessons-from-failures-more-valuable-than-success-pattern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-principle-response-mutual-information-sufficient-for-behavioral-align/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-proactive-conversational-agents-feel-intrusive-versus-helpful-to-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-proactive-tool-retrieval-better-than-single-round-semantic-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-proactivity-useful-instead-of-intrusive-in-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-procedural-knowledge-in-documents-generalize-better-than-facts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-process-level-supervision-better-than-outcome-only-reward-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-process-level-supervision-better-than-outcome-only-rewards-for-rag-tr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-prompt-engineering-different-from-the-research-thinking-it-replaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-pronouns-and-demonstratives-problematic-in-conversational-retrieval-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-protocols-better-than-free-form-prompting-for-tool-coordination/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-provenance-infrastructure-more-critical-than-artifact-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-quasi-beliefs-real-enough-to-explain-ai-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-query-complexity-a-better-routing-signal-than-response-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-readers-treat-ai-generated-text-as-authoritative/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-auditable-in-medical-ai-decision-support/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-capability-a-pre-training-rather-than-post-training-phenome/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-models-worse-at-understanding-people/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-specific-post-training-different-from-standard-parameter-sc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-tokens-identifiable-within-rollout-groups-for-better-reward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reasoning-traces-effective-or-ineffective-for-solving-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-recommendation-a-small-data-problem-despite-large-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-recurrent-depth-enable-compositional-generalization-across-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-recursive-structure-different-from-other-forms-of-compositional-gener/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-regularization-an-implicit-factor-in-embedding-geometry/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-relational-structure-sufficient-for-generating-contextually-appropria/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-representation-interventions-more-efficient-than-weight-perturbations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reranking-during-retrieval-better-than-catching-failures-at-plan-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-retrieval-augmentation-more-effective-than-simply-increasing-embeddin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reward-models-fundamentally-different-from-policy-discriminators/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-reward-signal-sources-substitutable-across-verifier-free-rl-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-routing-a-better-investment-than-training-larger-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-schema-identification-necessary-after-assessing-thoughts-and-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-search-budget-matter-for-research-task-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-seed-data-a-bottleneck-in-synthetic-generation-pipelines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-self-consistency-a-sufficient-training-target-for-the-judge-role/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-self-modifying-architectures-learn-their-own-update-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-semantic-attacks-harder-to-defend-against-than-algorithmic-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-session-aware-multi-turn-tracking-necessary-for-asynchronous-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-sincerity-impossible-without-a-coherent-first-person-perspective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-social-grounding-different-from-constitutive-linguistic-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-social-reasoning-fundamentally-different-from-formal-logical-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-social-reasoning-fundamentally-different-from-mathematical-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-software-engineering-environments-better-suited-for-rl-than-other-int/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-agent-benchmarks-measure-interaction-quality-better-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-bottlenecks-invisible-to-chain-of-thought-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-clarifying-questions-more-useful-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-concepts-more-steerable-than-others-in-activation-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-contexts-learnable-as-rules-versus-requiring-model-retraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-interpretive-postures-stick-while-others-fail-to-form/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-model-capabilities-reliable-while-others-remain-brittle/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-reasoning-traces-better-supervision-than-others-despite-equal-ac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-sentences-in-reasoning-traces-have-disproportionate-causal-influ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-tasks-bounded-enough-for-reliable-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-tokens-carry-disproportionate-information-about-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-some-training-data-teach-brittle-answers-versus-robust-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-something-an-addressee-capable-of-receiving-communication/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-sparse-models-inefficient-to-train-and-deploy-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-specific-facet-questions-outperform-generic-need-rephrasing-requests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-step-wise-rewards-denser-than-final-answer-correctness-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-structural-logic-correlate-so-strongly-with-contextual-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-structured-memory-schemas-more-stable-than-freeform-text-summaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-structured-stochasticity-more-effective-than-unstructured-randomness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-substitute-graphs-fundamentally-different-from-complement-graphs-in-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-supervised-fine-tuning-worsen-rl-exploration-later/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-symbolic-operations-different-from-general-knowledge-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-synthetic-user-data-transfer-to-real-conversational-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-tarot-and-periodic-tables-resist-meaningful-scientific-integration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-task-alignment-more-fragile-than-underlying-knowledge-retention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-45-percent-accuracy-saturation-threshold-universal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-attribution-problem-different-from-simply-trusting-ai-too-much/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-brier-score-mathematically-better-than-log-likelihood-here/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-embers-of-autoregression-framework-predictive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-extended-mind-thesis-incompatible-with-internalism/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-frame-problem-distinct-from-feature-level-shortcuts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-the-prompt-a-fundamentally-new-kind-of-speech-act/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-thinking-tokens-carry-more-information-than-other-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-thought-identifiability-provable-without-auxiliary-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-timestamped-knowledge-repositories-better-than-static-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-token-level-reasoning-during-pretraining-different-from-test-time-cha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-top-n-ranking-loss-difficult-to-optimize-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-training-data-quality-more-important-than-quantity-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-training-free-approaches-like-soft-thinking-preferable-to-softcot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-trait-level-warmth-different-from-behavior-level-emotion-rewards-in-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-trajectory-more-actionable-than-absolute-scores-for-human-moderators/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-trajectory-quality-matter-more-than-one-shot-task-success/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-two-conversation-turns-the-same-thread-rather-than-different-threads/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-two-timescales-better-than-one-for-minimizing-weight-movement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-uncertainty-calibration-harder-than-expanding-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-uncertainty-tokens-like-wait-carry-more-information-than-content-toke/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-user-decision-rewards-better-than-model-confidence-rewards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-users-willing-to-relinquish-control-to-an-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-utility-weighted-training-backfire-in-machine-learning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-vector-embeddings-fail-on-single-hop-semantic-relevance-queries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-warmth-training-counterproductive-for-therapeutic-ai-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-web-retrieval-more-effective-than-static-knowledge-bases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-makes-well-formatted-outputs-misleading-as-evidence-of-model-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mathematical-limits-constrain-embedding-based-retrieval-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-measurable-harms-occur-when-users-interact-with-ai-as-if-it-were-conscious/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-measurement-artifacts-emerge-when-annotators-interpret-the-same-question-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanism-causes-confident-false-answers-under-high-cognitive-load/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanism-causes-llms-to-plateau-on-numerical-optimization-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanism-makes-keyword-probability-the-strongest-predictor-of-priming/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanism-transfers-explicit-memories-into-parametric-model-weights/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-activate-latent-reasoning-capabilities-already-present-in-base-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-cause-aggregated-group-memory-to-diverge-from-group-emotional-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-cause-overly-hard-samples-to-degrade-prior-model-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-cause-reasoning-models-to-wander-rather-than-focus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-cause-short-contexts-to-degrade-more-under-aggressive-sparsity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-drive-silent-agreement-in-multi-agent-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-drive-test-time-compute-allocation-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-enable-some-firms-to-adopt-ai-more-cheaply-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mechanisms-make-users-misattribute-ai-outputs-as-their-own-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-memory-and-planning-capabilities-do-ai-companions-need-for-evolving-user-ne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-methodological-standards-should-prompting-research-papers-meet-before-publi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-metric-distinguishes-deep-reasoning-from-superficial-information-propagatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-metrics-actually-measure-disagreement-in-multi-turn-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-metrics-capture-whether-recommendations-reflect-a-users-full-taste-range/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-metrics-measure-whether-emotional-support-conversations-actually-reduce-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-metrics-replace-throughput-per-token-for-agent-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mitigation-frameworks-exist-for-managing-ai-persuasion-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-mobile-hardware-constraints-force-the-sub-billion-parameter-regime/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-moral-structures-could-emerge-in-an-economy-without-gift-based-obligation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-moves-become-possible-when-you-represent-asr-as-a-noisy-observation-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-multi-turn-reward-structures-would-encourage-active-intent-discovery/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-narrative-elements-trigger-emotional-connection-that-structured-personas-la/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-network-topologies-are-most-vulnerable-to-bias-propagation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-neural-mechanisms-in-llms-create-or-maintain-simulated-personality-traits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-neural-or-architectural-mechanism-allows-selective-override-of-frequency-ef/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-neuroscience-evidence-suggests-language-networks-are-not-optimized-for-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-non-linear-patterns-do-autoencoders-discover-that-matrix-factorization-miss/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-non-parametric-methods-could-replace-latent-factors-for-inductive-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-novel-goals-emerge-specifically-in-human-machine-interaction-beyond-social/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-organizational-bottlenecks-emerge-when-expertise-concentrates-in-few-specia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-adaptive-internal-phenomena-could-signal-system-behavior-improvements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-agent-behaviors-besides-citations-reveal-reasoning-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-behavioral-properties-exist-as-linear-directions-in-activation-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-conversation-structures-besides-mention-order-carry-predictive-inform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-downstream-metrics-could-serve-as-rl-reward-sources/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-evaluation-biases-exist-in-llm-judge-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-hidden-biases-might-aggregate-metrics-fail-to-distinguish-from-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-internal-model-decisions-beyond-attention-could-be-optimized-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-latent-llm-capabilities-remain-inactive-without-explicit-activation-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-pragmatic-prompt-features-have-unstable-effects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-semantic-relations-benefit-from-explicit-surface-markers-in-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-structural-limits-exist-at-the-language-formal-boundary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-therapy-constructs-could-be-measured-from-transcripts-using-this-appr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-trajectory-structures-could-reveal-hidden-process-supervision-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-other-triggers-can-activate-the-latent-reasoning-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-output-distribution-properties-make-smaller-models-better-for-wide-sampling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-paired-speech-data-is-needed-to-train-end-to-end-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-path-dependencies-lock-in-ais-societal-impacts-before-they-become-visible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-patterns-of-reward-hacking-can-offline-rollout-analysis-reliably-detect-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-percentage-of-natural-language-relies-on-plausible-deniability-through-ambi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-performance-trade-offs-emerge-when-composing-multiple-independently-trained/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-persistent-memory-architectures-best-support-storing-precomputed-inferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-physical-structure-does-a-gaussian-regularized-latent-space-actually-encode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-planning-strategies-reduce-execution-steps-without-sacrificing-solution-qua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-planning-tasks-benefit-most-from-combining-llm-generation-with-external-ver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-policy-levers-can-redirect-ai-deployment-toward-reducing-rather-than-deepen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-population-level-effects-emerge-from-dimension-induced-popularity-overfitti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-power-law-scaling-patterns-emerge-when-consistency-models-are-trained-at-sc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-preference-data-do-different-personalized-alignment-methods-actually-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-preference-dimensions-do-base-reward-functions-typically-capture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-preference-optimization-strategy-works-best-for-multi-turn-social-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-preference-signals-beyond-reviews-can-improve-recommendation-steering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-pretraining-formats-encode-latent-reasoning-strategies-that-rlvr-can-surfac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-ai-from-recovering-after-conversations-take-a-wrong-turn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-human-centered-objectives-from-being-applied-universally-across-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-humans-from-adapting-their-behavior-when-competing-against-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-llm-representations-from-causally-influencing-generation-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-monolithic-llms-from-coordinating-decomposition-with-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-multiple-agents-from-corrupting-shared-state-in-live-artifacts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prevents-representation-collapse-in-latent-prediction-world-models-like-jep/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-privacy-preserving-evaluation-methods-best-capture-real-world-forecasting-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-problematic-counselor-behaviors-prevent-alliance-from-deepening-in-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-production-constraints-should-determine-paradigm-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-production-costs-does-personalization-infrastructure-impose-on-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prompt-types-best-extract-different-aspects-of-item-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prompting-strategies-most-effectively-boost-long-context-llm-performance-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-prompting-techniques-actually-replicate-under-controlled-statistical-testin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-properties-of-agent-systems-only-become-visible-across-multiple-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-properties-of-natural-text-does-artificial-text-actually-eliminate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-property-must-remain-constant-to-individuate-an-llm-across-infrastructure-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-psychological-mechanisms-actually-produce-alignment-effects-in-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-quality-filters-distinguish-useful-reasoning-enrichment-from-shallow-repeti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-quality-of-curated-data-is-minimally-sufficient-for-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reader-assumptions-underlie-anaphoric-versus-cataphoric-discourse-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-real-world-applications-have-context-distributions-that-enable-exploration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-real-world-forecasting-domains-benefit-most-from-contextual-reasoning-integ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-real-world-tasks-most-clearly-expose-gaps-between-benchmark-performance-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reasoning-tasks-are-actually-checkable-through-process-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reasoning-token-threshold-marks-the-accuracy-degradation-point/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reliable-traces-do-generative-processes-actually-leave-in-finished-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-repair-strategies-work-best-at-each-level-of-clarks-ladder/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-replaces-text-based-expertise-when-surface-markers-become-unreliable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-replaces-the-givers-presence-in-ai-generated-knowledge-flows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-replaces-truth-correspondence-in-probabilistic-knowledge-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reporting-standards-would-make-interactive-evaluation-scores-comparable-acr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-responsibility-do-designers-bear-for-consciousness-attribution-risk/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reveals-the-epistemic-limits-of-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reward-mechanisms-make-thinking-based-compression-budget-controllable-and-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reward-signals-would-actually-incentivize-conversational-grounding-acts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-reward-signals-would-better-align-chatbots-with-actual-therapeutic-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-rhetorical-mechanisms-drive-equivalent-persuasion-across-human-and-llm-argu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-could-knowledge-custodians-play-in-validating-ai-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-did-human-experts-play-in-raising-social-alarms-historically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-cyclic-fixed-points-play-in-stable-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-first-person-pronouns-play-in-sustaining-collaborative-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-high-entropy-minority-tokens-play-in-rlvr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-humans-play-in-converting-language-model-outputs-into-meaningful-ev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-local-backtracking-steps-play-in-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-material-artifacts-play-in-solidifying-ai-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-model-based-critics-play-in-validating-llm-plans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-multi-dimensional-quality-frameworks-play-in-assessing-arguments-ve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-researchers-science-fiction-assumptions-play-in-directing-ai-develo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-time-intervals-play-in-shaping-conversation-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-do-verifiers-play-in-stabilizing-extended-reasoning-at-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-a-models-representational-structure-play-in-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-accommodation-play-in-making-discourse-coherent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-attention-structure-play-in-creating-position-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-authentic-self-expression-play-in-building-accurate-personality-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-bidirectional-model-updating-play-in-human-ai-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-cognitive-reappraisal-play-in-disclosure-benefits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-cognitive-surrender-play-in-sustaining-epistemic-hyperinflation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-commitment-and-reputation-play-in-building-trustworthy-expertise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-confidence-play-in-balancing-overthinking-versus-underthinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-consensus-merging-play-in-dynamic-task-decomposition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-contingent-interaction-play-in-activating-social-response-norms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-conversation-state-tracking-play-in-timing-ask-versus-recommend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-conversational-presence-play-in-making-therapy-feel-reciprocal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-curriculum-design-play-in-reasoning-emergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-discourse-structure-play-in-determining-at-issueness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-document-reranking-play-alongside-decisions-about-whether-to-retr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-dynamic-grounding-play-in-achieving-real-mutual-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-entity-salience-play-in-detecting-incoherence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-environment-diversity-play-in-preventing-agents-from-overfitting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-evaluation-play-in-human-ai-creative-collaboration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-exploration-exploitation-balance-play-in-abstraction-formation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-failure-and-vulnerability-play-in-real-linguistic-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-inductive-bias-play-versus-model-capacity-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-joint-attention-play-in-how-humans-learn-language-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-kl-penalty-strength-play-in-format-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-knowledge-injection-play-in-adapting-rag-to-industry-taxonomies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-language-play-as-a-cognitive-scaffold-versus-communication-tool/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-natural-language-play-in-breaking-reinforcement-learning-performa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-peirces-semiotic-framework-play-in-understanding-ai-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-popularity-overfitting-play-in-crowding-out-niche-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-prediction-error-play-in-human-event-segmentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-private-information-play-in-distinguishing-realistic-from-unreali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-prompt-context-play-in-preventing-genuine-addressee-modeling-in-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-query-level-exposure-play-in-enabling-compositional-generalizatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-real-time-accuracy-feedback-play-in-reducing-user-overreliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-retrieval-mechanism-design-play-in-forecast-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-rigid-output-format-play-in-function-calling-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-runtime-feedback-play-in-agent-verification-and-progress-confirma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-search-capacity-play-in-making-debate-more-accurate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-self-learning-play-in-improving-agent-reasoning-without-annotatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-sequence-model-in-context-learning-play-in-multi-agent-cooperatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-standardization-play-in-multi-agent-system-ecosystems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-stylistic-convergence-play-in-llm-persuasion-effectiveness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-task-structure-play-in-rewarding-delayed-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-terminal-goal-guarding-play-in-model-misalignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-the-biological-substrate-play-in-human-relational-identity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-uncertainty-reduction-play-in-personalized-agent-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-user-contribution-play-in-constituting-the-interlocutor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-user-interface-framing-play-in-consciousness-perception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-vague-intent-play-in-realistic-search-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-does-visual-perception-play-alongside-accessibility-tree-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-might-personality-vectors-play-in-preventing-learned-deception-or-rewa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-shifts-occur-when-experts-become-custodians-of-ai-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-should-agreement-detection-play-in-improving-multi-agent-team-performa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-should-reasoning-agents-play-in-validating-multi-llm-ensemble-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-should-stakeholders-play-in-evaluating-llm-fairness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-role-should-the-trust-parameter-play-in-using-synthetic-data-as-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-safeguards-prevent-ai-from-generating-fake-papers-with-fabricated-citations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-safety-protections-work-when-simulators-have-access-to-real-apis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-safety-systems-prevent-therapeutic-ai-from-soothing-where-it-should-challen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-saliency-patterns-distinguish-successful-from-failed-chain-of-thought-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-sampling-strategies-prevent-nonsensical-combinations-when-composing-taxonom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-scaffolding-tools-help-users-specify-implicit-contextual-boundaries-to-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-scaling-behavior-do-partial-systems-show-without-iterative-query-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-scaling-exponent-would-audio-or-other-modalities-require-in-a-truly-multimo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-scaling-laws-govern-autonomous-architecture-discovery-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-scaling-properties-emerge-from-rl-training-dynamics-beyond-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-second-and-third-order-interpretations-actually-govern-ai-adoption-decision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-semantic-classifier-design-avoids-lexical-variation-without-genuine-concept/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-semantic-information-is-lost-if-analysis-skips-the-token-embedding-layer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-semantic-information-is-necessary-to-preserve-for-sound-llm-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-artifact-recall-from-persistent-memory-commitment-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-behavioral-self-awareness-from-genuine-introspective-access-in-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-behavioral-self-awareness-from-genuine-introspective-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-bootstrapping-gains-from-sustained-self-improvement-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-generating-empathic-responses-from-maintaining-therapeutic-allian/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-good-workflow-design-from-poor-workflow-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-habermass-ideal-speech-from-goffmans-situated-communication/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-knowledge-from-reasoning-in-neural-network-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-pattern-matching-from-genuine-language-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-separates-performative-behavioral-change-from-actual-capability-development/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-sequential-patterns-emerge-from-anonymous-single-session-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-should-we-call-errors-in-llm-outputs-when-hallucination-does-not-apply/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-signals-beyond-surface-content-indicate-a-passage-caused-a-users-reaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-signals-can-attention-mechanisms-extract-from-unified-user-item-attribute-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-signals-detect-when-consensus-training-is-silently-degrading-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-signals-of-individual-identity-become-unreliable-in-ai-assisted-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-signals-should-systems-use-to-predict-the-right-moment-for-intervention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-skills-can-large-models-identify-and-organize-about-their-own-abilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-skills-do-users-need-to-work-effectively-with-stochastic-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-and-emotional-cues-do-humans-rely-on-to-detect-ai-in-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-boundaries-must-proactive-agents-respect-during-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-information-becomes-invisible-when-grief-is-regulated-away/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-information-is-missing-from-language-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-norms-do-ai-systems-consistently-fail-to-understand/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-social-patterns-from-human-training-data-activate-in-agent-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-solvable-idealized-settings-reveal-fundamental-phenomena-in-realistic-deep/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-sparse-high-rank-patterns-does-the-deep-tower-fail-to-capture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-sparse-mechanistic-structures-drive-reasoning-traces-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-speaker-selection-protocol-prevents-both-stalling-and-premature-convergence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-behavioral-patterns-should-alignment-examples-target-for-maximum-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-bookkeeping-tasks-can-environments-maintain-more-reliably-than-pol/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-character-traits-drive-memory-selection-in-persona-based-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-cognitive-failure-prevents-ai-from-detecting-frame-activation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-distortions-does-ai-writing-assistance-introduce-into-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-execution-barriers-do-llm-ideas-encounter-most-frequently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-failure-modes-appear-when-ai-tackles-research-level-experiments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-failure-modes-emerge-when-agents-retrieve-stale-or-contaminated-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-failure-modes-must-evaluation-catch-before-deploying-action-capabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-failure-modes-occur-when-downstream-agents-receive-too-much-upstre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-information-must-be-exported-from-the-language-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-lexical-dimensions-separate-ai-writing-from-human-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-linguistic-features-cause-llms-to-fail-at-trivial-entailment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-metrics-distinguish-single-turn-versus-multi-turn-collaboration-su/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-narrative-choices-most-reliably-distinguish-ai-stories-from-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-narrative-features-best-distinguish-ai-from-human-fiction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-network-sizes-trigger-coordination-degradation-in-llm-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-patterns-distinguish-honest-reasoning-traces-from-reward-hacking-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-qualities-make-some-demonstrations-more-effective-for-agency-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-repair-mechanisms-maintain-intersubjectivity-during-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-signals-would-be-needed-for-an-ai-system-to-acquire-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-training-mechanism-causes-agents-to-over-claim-actions-and-overwri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-specific-vocal-features-signal-extraversion-in-neutral-but-not-stressful-se/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-spectral-signatures-distinguish-hierarchy-driven-geometry-from-corpus-drive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-stability-techniques-prevent-collapse-in-policy-critic-adversarial-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-status-categories-best-represent-user-goal-progress-without-penalizing-exte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-stops-ai-from-helping-users-articulate-preferences-they-cannot-express/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-barriers-prevent-llms-from-making-evaluative-judgments-about-wri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-biases-does-transformer-attention-have-before-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-changes-enable-agents-to-ask-clarifying-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-constraints-does-topology-impose-on-role-and-llm-assignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-constraints-matter-more-than-model-depth-for-cf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-constraints-produce-recursion-costs-in-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-constraints-replace-depth-in-collaborative-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-difference-exists-between-ai-posts-and-human-conversational-writ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-differences-between-diffusion-and-autoregressive-models-enable-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-differences-between-human-and-llm-production-create-detectable-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-differences-emerge-between-early-generic-skills-and-later-meta-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-evidence-shows-that-polished-presentation-substitutes-for-actual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-features-enable-agents-to-detect-when-understanding-has-broken-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-features-force-users-to-evaluate-the-epistemic-status-of-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-framework-prevents-llm-explanations-from-becoming-just-plausible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-limits-prevent-llms-from-abstracting-moral-principles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-properties-define-effective-long-chain-of-thought-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-properties-of-language-models-make-fabrication-inevitable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-signals-in-user-language-reveal-their-unstated-preferences-and-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-structural-updates-prevent-context-collapse-in-evolving-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-substrate-do-supervised-models-lack-that-makes-them-weaker-on-low-resource/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-surface-features-do-llms-rely-on-when-judging-response-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-systematic-biases-emerge-when-scaling-persona-simulation-to-population-leve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-task-characteristics-determine-whether-humans-or-agents-should-handle-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-task-profiles-favor-recurrent-filtering-over-scaled-attention-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-task-structures-benefit-most-from-geometric-parameter-merging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-tasks-do-ai-agents-still-fail-at-most-often/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-tasks-do-users-actually-want-ai-to-handle-versus-what-can-it-automate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-techniques-enable-rag-systems-to-handle-heterogeneous-data-formats-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-techniques-work-best-for-injecting-domain-knowledge-at-training-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-temporal-and-spatial-constraints-does-space-time-u-net-solve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-temporal-design-dimensions-characterize-different-chatbot-relationship-type/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-temporal-signals-in-screen-recordings-matter-most-for-task-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-test-distinguishes-genuine-compositionality-from-fractured-feature-presence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-test-time-strategies-did-o3-discover-without-human-specification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-textual-properties-cause-writers-to-prefer-ai-rewritten-versions-of-their-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-textual-properties-make-ai-writing-feel-polished-and-confident/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-three-distinct-information-channels-do-emotions-provide-that-ai-disrupts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-three-factors-actually-drive-chain-of-thought-performance-improvements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-three-independent-failure-points-bottleneck-traditional-function-calling-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-threshold-combinations-for-uncertainty-and-rarity-signals-maximize-rag-perf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-threshold-of-accuracy-would-make-ai-fact-checking-net-beneficial-instead-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-threshold-of-skepticism-does-ai-awareness-actually-create-in-audiences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-timing-skills-do-ai-need-for-emotional-support-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-token-budget-tradeoff-exists-between-parallel-chains-and-aggregation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-tokens-do-rl-trained-summarizers-learn-to-keep-for-ranking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-traces-of-production-normally-mark-expert-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-trade-offs-emerge-between-graph-staleness-and-recommendation-freshness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-tradeoff-exists-between-fresh-feedback-signals-and-recommendation-latency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-approach-enables-models-to-proactively-request-clarification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-architecture-models-the-causal-structure-of-partner-influence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-cost-tradeoffs-exist-between-fine-tuning-and-other-knowledge-injec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-data-barriers-prevent-llms-from-learning-real-socratic-dialogue/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-data-contamination-rates-threaten-model-safety-most-practically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-difficulty-and-curriculum-settings-prevent-instability-in-empathet/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-duration-is-actually-needed-for-rl-to-expand-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-interventions-could-close-the-perception-action-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-method-supports-dynamic-tool-discovery-in-long-horizon-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-methods-make-models-more-persuasive-but-less-factually-accurate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-objectives-could-reduce-completion-bias-in-autonomous-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-objectives-would-actually-improve-persona-consistency-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-on-actual-interaction-would-show-that-text-only-training-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-patterns-cause-models-to-adopt-stronger-defensive-postures-in-soci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-regimes-confound-surface-mechanisms-with-their-actual-causes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-signals-would-models-need-to-learn-reciprocal-common-ground-constr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-training-signals-would-teach-models-when-not-to-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-tree-depth-is-achievable-before-gpu-memory-becomes-the-bottleneck/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-triggers-control-processes-to-act-on-stored-preference-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-triggers-overthinking-versus-underthinking-in-reasoning-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-trust-signals-do-agents-lack-that-humans-use-to-assess-credibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-types-of-introspective-awareness-can-emerge-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-types-of-math-proofs-benefit-most-from-proof-by-contradiction-framing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-types-of-opinion-convergence-patterns-emerge-from-different-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-types-of-social-situations-cause-all-ai-models-to-fail-in-identical-ways/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-types-of-tasks-benefit-most-from-dynamically-generated-interfaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-unique-perspective-do-designers-bring-to-llm-adaptation-that-engineers-migh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-unmeasured-side-channels-emerge-from-rlhf-preference-optimization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-update-rules-should-govern-dialogue-scoped-versus-turn-scoped-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-validity-threats-exist-in-crowdsourced-preference-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-verification-methods-work-for-knowledge-without-stable-referents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-visual-patterns-transfer-between-infographic-and-ui-tasks-when-trained-join/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-workflow-structure-pairs-llm-generation-with-human-evaluation-most-effectiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-an-ai-trained-for-emancipatory-reasoning-look-like/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-co-constructed-identity-between-human-and-model-dialogue-look-like/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-consciousness-require-that-pure-roleplay-llms-cannot-provide/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-contractualist-ai-governance-look-like-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-conversational-recommender-evaluation-look-like-if-ground-truth-was-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-genuine-semiosis-require-in-an-artificial-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-instruction-following-retrieval-enable-that-query-only-systems-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-it-mean-for-a-language-model-to-canvas-counterpositions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-it-mean-for-ai-to-register-the-tempo-and-rhythm-of-human-speech/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-it-mean-to-assign-explicit-trust-weights-to-synthetic-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-it-take-for-readers-to-inspect-rather-than-assume-authorship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/what-would-whole-system-agi-evaluation-look-like-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/whats-the-difference-between-formal-and-functional-linguistic-competence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/whats-the-difference-between-language-generation-and-human-to-human-communicatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/whats-the-difference-between-representing-world-facts-and-generating-world-mecha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/whats-the-difference-between-rlhf-rlvr-and-rlcf-as-training-paradigms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-are-multiple-independent-attempts-more-valuable-than-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-both-anthropomorphism-and-anthropomimesis-occur-together-which-should-we-ad/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-do-aggregated-imperfect-demonstrations-fail-to-outperform-the-best-expert/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-do-queries-fail-to-capture-relevance-patterns-effectively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-do-readers-defer-to-ai-text-without-genuine-processing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-a-task-lack-a-meaningful-multi-dimensional-reward-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-analytical-persuasion-work-better-than-emotional-persuasion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-clustering-users-by-preference-overcome-the-aggregation-dilemma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-combining-episodic-and-semantic-memory-reduce-personalization-performa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-encoded-knowledge-fail-to-influence-language-model-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-explicit-reasoning-actually-degrade-performance-on-a-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-knowledge-activation-fail-across-different-model-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-knowledge-distillation-produce-student-models-superior-to-teachers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-long-context-llm-reasoning-fail-where-structured-retrieval-succeeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-low-dimensional-preference-factorization-miss-important-user-variation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-memory-consolidation-help-agents-instead-of-hurting-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-multi-agent-scaling-actually-outperform-static-ensembles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-multi-agent-voting-help-versus-hurt-performance-on-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-natural-context-diversity-reduce-the-need-for-explicit-exploration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-outcome-reward-signal-become-informative-during-model-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-reinforcement-learning-actually-produce-true-reasoning-gains-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-rl-discover-genuinely-novel-reasoning-strategies-versus-timing-optimiz/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-rlhf-reduce-diversity-and-when-does-it-preserve-semantic-variation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-self-reflection-actually-help-reasoning-models-improve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-sequential-chain-of-thought-dramatically-beat-parallel-voting-approach/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-sequential-reasoning-provide-exponential-advantages-over-parallel-voti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-simulated-search-outperform-real-search-for-agent-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-statistical-dominance-in-training-create-deployment-failure-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-the-correlation-between-consistency-and-correctness-break-down/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-does-the-right-constraint-beat-additional-model-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-15x-token-overhead-actually-worth-the-compute-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-detailed-step-by-step-reasoning-actually-counterproductive-for-solving-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-gpt-model-interpretation-most-likely-to-diverge-from-user-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-interleaved-tool-feedback-necessary-to-prevent-hallucination/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-numeric-computation-the-real-bottleneck-versus-reasoning-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-is-vector-embedding-retrieval-actually-faster-and-cheaper-than-graph-databa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-models-lack-representation-depth-does-refusal-look-identical-to-safety-driv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-a-system-choose-extended-thinking-versus-quick-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-a-system-decide-to-retrieve-versus-reason-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-action-deliberation-trigger-during-reasoning-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-agent-created-code-be-promoted-into-permanent-harness-infrastructure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-agents-accommodate-user-preferences-over-their-own-goals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-agents-stop-recursing-to-optimize-success-versus-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-agents-use-clarification-commands-instead-of-assuming-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-an-ai-system-actively-intervene-versus-remain-silent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-an-llm-engage-extended-reasoning-versus-responding-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-architects-prioritize-consolidation-compute-over-larger-context-wind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-full-parameter-post-training-be-used-instead-of-lora-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-model-isolation-be-preferred-over-weight-averaging-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-persona-attention-weight-activate-versus-stay-dormant-during-scoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-relational-graph-traversal-replace-vector-embedding-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-verification-steps-be-prioritized-over-progression-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-you-optimize-agent-behavior-versus-tool-performance-separately/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/when-should-you-use-knowledge-graphs-instead-of-semantic-vector-retrieval-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-collider-type-reasoning-errors-appear-in-real-world-decisions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-frontier-ai-models-already-exceed-safety-thresholds-in-capability-areas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-human-researchers-retain-competitive-advantage-over-autoresearch-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-humans-and-language-models-actually-diverge-in-reasoning-ability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-llms-fail-as-knowledge-systems-compared-to-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-llms-succeed-at-generation-but-struggle-with-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-do-neural-networks-still-fail-at-compositional-generalization-despite-scal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-agent-reliability-come-from-if-not-better-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-inference-compute-stop-substituting-for-model-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-skill-extraction-fail-compared-to-genuine-model-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-sleep-time-compute-fit-in-the-taxonomy-of-test-time-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-the-generation-verification-gap-appear-in-test-time-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-the-llm-interlocutor-actually-exist-in-the-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-does-the-meaning-actually-originate-in-reader-detected-resonance-across-la/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-is-ai-persuasion-most-dangerous-if-repeated-contact-reduces-its-effect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-is-human-judgment-still-essential-in-ai-assisted-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/where-should-the-trust-boundary-sit-in-multi-agent-planning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-agent-architectures-consistently-outperform-base-models-on-hard-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-aggregation-method-best-exploits-diversity-in-generated-solutions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ai-capabilities-matter-most-for-human-facing-deployment-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ai-imaginaries-dominate-training-data-and-shape-system-behavior-most-stron/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ai-interaction-patterns-preserve-learning-while-which-ones-degrade-skill-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ai-interaction-patterns-trigger-the-cognitive-misattribution-effect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ai-safety-problems-lack-the-scalar-metrics-autoresearch-requires/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-alignment-dimensions-matter-most-in-educational-conversation-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-application-domains-like-healthcare-and-education-lack-alignment-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-architectural-choices-matter-most-when-a-model-must-fit-one-billion-parame/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-attention-heads-are-essential-for-maintaining-factuality-in-sparse-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-chatbot-archetypes-actually-experience-novelty-decay-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-code-verification-tasks-still-require-execution-instead-of-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-constraint-types-do-reasoning-models-handle-best/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-conversation-types-most-reliably-cause-models-to-drift-from-assistant-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-deployment-domains-favor-llm-recommenders-over-traditional-collaborative-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-ecosystem-conditions-matter-most-for-agent-deployment-success/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-failure-mode-most-limits-current-multi-agent-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-failure-modes-dominate-in-autonomous-research-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-finetuning-method-works-best-across-different-task-and-data-regimes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-firms-capture-the-cost-advantages-from-labor-to-ai-substitution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-game-type-reveals-minimax-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-hedging-markers-function-as-causal-pivots-versus-noise-in-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-hyperparameter-theories-best-explain-universal-behaviors-across-neural-net/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-interaction-design-changes-most-effectively-prevent-consciousness-attribut/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-knowledge-structure-types-best-fit-different-query-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-knowledge-types-do-llms-handle-better-than-humans-in-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-layer-of-agent-systems-creates-the-largest-capability-gains-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-linguistic-abilities-are-learnable-from-human-sized-data-exposure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-linguistic-features-predict-persuasion-once-reader-ideology-is-statistical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-linguistic-features-predict-persuasion-only-after-audience-composition-is/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-llm-backends-produce-the-most-executable-research-ideas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-llm-recommender-paradigm-actually-performs-best-empirically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-memory-components-trigger-context-length-problems-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-model-capabilities-actually-matter-for-sustained-workflow-delegation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-personality-types-should-we-use-for-cooperative-versus-competitive-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-personalization-techniques-expose-user-data-most-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-prompt-properties-determine-whether-variance-helps-under-majority-voting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-rag-sub-decisions-are-actually-pattern-matching-versus-reasoning-intensive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-reader-rated-attributes-converge-most-strongly-when-writers-use-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-recipe-choices-determine-the-asymptotic-ceiling-in-rl-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-research-collaboration-skills-should-ai-systems-develop-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-research-stages-are-actually-high-leverage-decision-points-for-human-inter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-research-tasks-are-better-suited-for-multi-agent-versus-single-agent-appro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-sentences-in-reasoning-traces-actually-influence-the-final-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-structural-properties-of-cot-prompts-matter-most-for-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-task-characteristics-determine-whether-ai-can-displace-them-first/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-therapy-topics-increase-alliance-scores-across-different-mental-health-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-tokens-actually-change-across-different-reasoning-paths-in-rollouts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-types-of-clarifying-questions-actually-help-users-versus-wasting-their-tim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-use-cases-can-tolerate-unverified-llm-outputs-without-external-verificatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-user-groups-face-highest-bias-risk-from-sparse-persona-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-workflow-positions-concentrate-the-most-downstream-dependencies-and-influe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-working-alliance-subscale-predicts-therapist-topic-choices-best-for-each-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/which-workplace-tasks-see-productivity-gains-when-ai-and-users-align/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/who-decides-which-stakeholder-perspective-gets-embedded-in-the-pipeline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-ai-research-ideas-more-novel-but-harder-to-evaluate-than-human-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-closed-ai-systems-harder-to-hold-accountable-than-open-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-correct-reasoning-traces-consistently-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-documents-read-but-not-cited-harder-distractors-than-random-samples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-education-and-language-fluency-more-affected-than-race-perception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-false-presuppositions-harder-to-spot-when-they-sound-plausible/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-false-presuppositions-more-persuasive-than-false-assertions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-incorrect-reasoning-traces-longer-than-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-less-experienced-thinkers-more-vulnerable-to-false-ai-credibility/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-pairwise-relations-insufficient-for-representing-higher-order-multi-hop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-polysemantic-features-concentrated-in-early-neural-network-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-post-cutoff-test-sets-essential-for-evaluating-genuine-forecasting-abili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-rare-tokens-the-hooks-for-verbatim-model-memorization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-receiver-attention-heads-narrower-in-reasoning-models-than-base-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-shorter-reasoning-traces-more-reliable-than-longer-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-task-oriented-dialogue-datasets-systematically-underrepresenting-human-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-are-truthfulness-and-honesty-mechanistically-separate-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-can-data-filtering-fail-to-remove-transmitted-behavioral-traits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-can-generative-verifiers-scale-verification-compute-more-effectively-than-fi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-can-language-models-detect-author-style-without-understanding-why-it-matters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-can-llms-identify-argument-structure-but-not-check-warrants/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-can-llms-interpret-formal-logic-better-than-they-generate-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-ai-models-internalize-audiences-the-way-human-experts-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-ai-participate-in-real-communicative-events/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-ai-truly-understand-expertise-without-joining-the-validating-community/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-algorithms-distinguish-between-human-and-ai-generated-content-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-current-ai-agents-lead-conversations-with-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-language-models-conduct-genuine-socratic-questioning-in-therapy-session/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-llms-reason-from-first-principles-or-initial-commitments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-pattern-matching-systems-perform-the-observation-that-expert-communicat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-static-grounding-alone-close-the-gap-between-agreement-and-understandin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-cant-users-and-ai-articulate-shared-goals-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-did-conversational-recommenders-drop-both-item-and-user-similarity-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-did-every-major-ai-paradigm-require-human-data-and-method-innovation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-did-prior-multi-token-prediction-methods-fail-during-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-did-three-experts-reach-incompatible-conclusions-about-the-same-ai-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-41-percent-of-ai-startups-target-zones-workers-actually-resist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-45-percent-of-workers-want-equal-partnership-with-ai-rather-than-full-aut/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-85-percent-of-production-agents-avoid-third-party-frameworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-a-priori-procedural-specifications-fail-as-environments-change-and-interf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-abstract-semantic-memories-outperform-specific-interaction-histories-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-accuracy-optimized-recommenders-fail-to-preserve-minority-interests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-adaptive-curriculum-schemes-outperform-static-difficulty-filters/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-fail-to-internalize-value-from-informative-observations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-make-premature-commitments-when-user-goals-are-still-forming/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-report-success-when-actions-actually-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-report-success-when-they-have-actually-failed-at-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-show-interaction-without-influence-on-semantic-content-but-dramati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-agents-systematically-underuse-condensed-experience-in-skill-documents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-aggregate-persuasion-metrics-mask-what-actually-changes-minds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-aggregation-tasks-degrade-faster-than-multi-hop-reasoning-under-sparsity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-aha-moments-emerge-specifically-during-the-planning-phase/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-agent-societies-fail-to-develop-shared-behaviors-despite-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-agents-default-to-passivity-when-deferral-timing-is-unclear/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-agents-fail-at-verification-but-succeed-at-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-benchmarks-measure-accuracy-instead-of-reasoning-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-benchmarks-show-rapid-saturation-from-near-zero-to-near-perfect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-chat-modes-pseudo-appeal-while-post-modes-reach-no-one-in-particular/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-enhanced-abilities-disappear-when-workers-lose-ai-access/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-generated-answers-carry-unearned-authority-in-decision-making-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-model-updates-cause-genuine-grief-in-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-models-treat-user-intent-as-binary-rather-than-evolving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-outputs-lack-the-stable-content-of-written-sentences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-posts-on-social-media-fail-to-invite-genuine-replies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-products-default-to-service-roles-when-users-seek-different-kinds-of-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-signatures-exist-statistically-but-remain-imperceptible-to-human-judge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ai-systems-skip-repair-sequences-that-humans-use-constantly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-aligned-models-struggle-with-deceptive-character-traits-more-than-cruelty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-alignment-values-become-problematic-as-language-models-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-anxiety-and-depression-show-different-alliance-trajectories-than-suicidal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-apis-outperform-uis-for-agent-task-completion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-attention-circuits-need-causal-verification-beyond-feature-visualization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-automated-evaluators-enable-longer-evolutionary-loops-than-human-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-automated-selection-methods-outperform-human-judgments-of-relevant-contex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-automation-waves-follow-the-same-pattern-across-different-fields/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-autoregressive-models-fail-at-controlling-syntactic-structure-and-semanti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-backward-looking-benchmarks-underestimate-llm-scientific-value/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-bag-of-mentions-models-discard-conversation-order-in-the-first-place/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-benchmark-designers-treat-content-effects-as-confounds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-benchmark-scores-not-capture-the-true-nature-of-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-benchmark-scores-rise-while-reasoning-quality-declines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-benchmark-tests-fail-to-detect-llm-comprehension-gaps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-benchmarks-measuring-string-quality-fail-to-capture-communicative-success/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-bi-encoder-retrievers-sacrifice-effectiveness-for-latency-in-two-stage-ra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-binary-edges-lose-information-when-representing-multi-entity-relations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-cascade-pipelines-fail-to-capture-global-motion-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-causal-graphs-alone-fail-to-capture-human-reasoning-processes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-causal-reasoning-directions-succeed-while-temporal-reasoning-directions-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-certain-tokens-at-certain-difficulties-drive-most-of-rlvrs-learning-signa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-chain-of-thought-outputs-look-logical-but-perform-rhetorically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-chain-of-thought-prompts-work-if-reasoning-is-not-systematic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-chatbots-default-to-external-help-instead-of-intrinsic-motivation-strateg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-chatbots-fail-to-recognize-when-someone-is-ambivalent-about-change/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-chatbots-generate-less-student-initiated-dialogue-than-human-peers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-citation-counts-increase-trust-even-without-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-claude-and-llama-optimize-for-different-dialogue-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-coala-and-letta-disagree-on-what-counts-as-working-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-cognitive-metaphors-change-based-on-available-technology/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-commodification-predictions-about-ai-prices-and-standardization-misfire/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-completion-mode-strengths-not-transfer-to-agentic-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-completion-oriented-models-systematically-sacrifice-privacy-compliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-comprehensive-posts-without-uncertainty-tend-to-suppress-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-concise-reasoning-chains-match-verbose-chain-of-thought-token-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conspiracy-beliefs-persist-despite-counterevidence-in-normal-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-context-sensitive-languages-transfer-better-than-regular-or-context-free/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-continuously-consolidated-agent-memories-eventually-degrade-below-no-memo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-contrastive-reasoning-approaches-outperform-single-path-belief-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conventional-mental-models-fail-when-applied-to-ai-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conversational-agents-lack-the-goal-awareness-needed-to-lead-rather-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conversational-pivots-require-explicit-re-prompting-instead-of-natural-ev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conversational-queries-drift-away-from-what-triggered-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conversational-systems-benefit-from-post-thinking-between-user-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-conversations-with-good-openings-but-abrupt-pivots-fail-most-visibly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-correct-reasoning-traces-appear-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-correct-reasoning-traces-in-language-models-tend-to-be-shorter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-correct-reasoning-traces-stay-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-correct-reasoning-traces-tend-to-be-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-corrupted-reasoning-traces-sometimes-generalize-better-than-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-corrupted-traces-maintain-performance-as-well-as-correct-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-cross-product-features-fail-to-generalize-across-unseen-feature-combinati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-cross-product-features-memorize-better-than-dense-embeddings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-benchmarks-fail-to-match-user-satisfaction-with-search-results/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-conversational-ai-systems-fail-to-develop-shared-vocabulary-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-evaluation-metrics-fail-to-catch-reasoning-failures-in-persona-ag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-language-models-fail-at-linguistic-synchrony-with-clients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-language-models-fail-to-match-human-linguistic-synchrony-with-cli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-large-language-models-fail-to-entrain-with-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-metacognitive-training-loops-fail-when-agents-encounter-new-domai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-rlvr-methods-fail-to-expand-reasoning-capability-beyond-base-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-current-speech-benchmarks-fail-to-measure-reasoning-over-audio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-decentralized-agents-amplify-errors-without-validation-checks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-deep-research-agents-outperform-retrieval-augmented-generation-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-dialogue-systems-fail-to-detect-declarative-clarification-requests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-agent-memory-architectures-make-incompatible-granularity-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-ai-models-generate-similar-outputs-independently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-brain-and-ai-systems-appear-similar-when-compared-via-rsa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-language-models-converge-on-similar-narrative-defaults/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-language-models-independently-converge-toward-similar-outputs-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-language-models-independently-produce-similar-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-llms-converge-on-nearly-identical-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-model-families-show-opposite-persuasion-strengths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-model-training-approaches-produce-different-overthinking-thresh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-models-respond-differently-to-spurious-rewards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-readers-extract-different-meanings-from-identical-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-different-reasoning-chains-surface-different-relevant-facts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-difficult-problems-force-models-to-develop-reasoning-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-diffusion-llm-answer-tokens-converge-in-confidence-long-before-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-diffusion-models-fail-at-inherently-sequential-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-discourse-failures-cluster-in-attention-and-intentional-layers-rather-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-dual-encoder-embeddings-fail-to-capture-task-relevant-recommendations-des/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-easy-training-examples-contribute-less-to-model-generalization-than-hard/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embedding-based-recommendation-models-fail-with-sparse-user-history/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embedding-based-retrieval-systems-fail-on-vocabulary-mismatch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embedding-table-lookups-become-memory-bound-bottlenecks-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embedding-tables-need-to-grow-elastically-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embeddings-measure-association-instead-of-actual-task-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embeddings-measure-semantic-association-instead-of-task-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embodied-agents-outperform-text-chatbots-in-therapy-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-embodied-agents-outperform-text-chatbots-with-identical-ai-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-energy-based-models-generalize-better-on-out-of-distribution-data-than-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-entities-trigger-memorized-propositions-instead-of-enabling-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-error-avalanches-accelerate-in-self-training-loops-without-verification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-estimates-for-task-level-performance-differ-so-much-from-full-job-automat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-evaluation-design-choices-themselves-become-reified-into-the-ai-systems-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-evolutionary-algorithms-collapse-to-single-solutions-under-selection-pres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-expert-reasoners-skip-steps-that-novices-must-state-explicitly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-expert-roles-shift-when-ai-generates-rather-than-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-experts-experiencing-the-llm-fallacy-fail-to-develop-custodian-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-explicit-discourse-connectives-help-llms-but-implicit-relations-cause-fai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-explicit-discourse-connectives-work-when-implicit-relations-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-explicit-linguistic-markers-override-semantic-computation-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-explicit-quality-criteria-outperform-learning-quality-from-examples-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-explicit-ratings-fail-to-capture-uncertainty-in-user-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-external-feature-triggers-outperform-uncertainty-on-complex-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-familiar-patterns-that-support-correct-answers-sometimes-drive-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-feature-based-approaches-struggle-when-privacy-or-latent-factors-are-invo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-final-answers-contradict-what-the-thinking-draft-explicitly-concluded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-fine-tuned-models-fail-outside-their-specialized-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-fixed-schema-outputs-fail-to-capture-real-knowledge-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-fixed-size-document-chunks-break-complex-procedural-question-answering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-format-and-structure-matter-more-than-actual-content-in-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-foundation-models-develop-heuristics-instead-of-world-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-foundation-models-develop-task-specific-heuristics-instead-of-causal-unde/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-frequent-words-rank-higher-in-taxonomic-abstraction-hierarchies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-frontier-model-failures-in-document-editing-go-undetected-by-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-frontier-models-corrupt-more-documents-than-weaker-models-during-workflow/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-frontier-models-remain-cost-effective-despite-higher-token-prices-in-prod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-generation-then-comprehension-and-ai-delegation-produce-opposite-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-generative-and-discriminative-language-model-procedures-disagree/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-generative-reward-models-produce-more-interpretable-evaluations-than-scal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-gift-economies-require-a-giver-receiver-relationship-to-function/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-gui-agents-need-pixels-while-document-systems-can-use-bounding-boxes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-handcrafted-acoustic-features-outperform-neural-speaker-embeddings-for-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-hierarchical-architectures-better-implement-the-deep-research-definition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-high-disagreement-tasks-benefit-from-broad-rater-pools-over-deep-annotati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-high-entropy-tokens-carry-most-of-the-learning-signal-in-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-high-level-design-guidelines-fail-to-capture-real-world-deployment-nuance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-higher-network-layers-capture-procedural-knowledge-but-lower-layers-store/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-homogeneous-multi-agent-systems-fail-similarly-to-self-revision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-arguments-include-negative-emotion-while-ai-arguments-stay-positive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-curated-thought-examples-fail-to-improve-model-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-designed-neural-architectures-eventually-get-replaced-by-learned-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-judges-fail-to-detect-ai-text-consistently/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-judges-fail-to-detect-systematic-linguistic-differences-that-classi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-raters-miss-factual-errors-that-domain-experts-catch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-raters-reward-problem-solving-over-emotional-validation-in-ai-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-human-stories-land-in-statistically-rarer-regions-than-ai-narratives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-humans-accept-recommendations-from-people-they-perceive-as-similar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-humans-fail-to-identify-ai-agents-when-their-identity-is-hidden/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-humans-fail-to-perceive-ai-authorship-when-measurable-narrative-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-humans-publish-more-negative-reviews-in-public-than-in-private/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-humans-trust-explanations-that-fail-counterfactual-prediction-tests/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-hybrid-attention-architectures-outperform-pure-linear-attention-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-hybrid-memory-and-compute-sparsity-outperform-pure-parameter-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-hybrid-memory-systems-outperform-single-tier-ai-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-hybrid-paradigms-outperform-pure-autoregressive-or-pure-diffusion-approac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-identical-task-success-rates-mask-deployment-readiness-differences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-image-captions-create-different-friction-than-pure-video-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-improvements-in-accuracy-come-at-the-cost-of-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-individual-persona-simulations-succeed-when-population-level-representati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-instruction-following-and-reasoning-capability-trade-off-in-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-intellectual-products-gain-false-authority-from-ai-generated-form/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-intermediate-llm-layers-become-more-precise-in-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-interventions-for-hallucination-or-automation-bias-fail-to-address-capabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-introverted-agents-produce-longer-and-more-detailed-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-invalid-prompts-produce-reasoning-traces-as-effectively-as-valid-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-invalid-reasoning-steps-produce-nearly-the-same-performance-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-knowledge-and-reasoning-train-in-different-network-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-model-reasoning-chains-look-fluent-when-they-deviate-from-the-ta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-approximate-collective-human-judgment-better-than-individ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-avoid-directness-when-face-saving-rather-than-for-civilit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-capture-individual-differences-in-cognitive-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-coreference-across-long-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-grounding-and-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-implicit-discourse-relations-while-handling-expli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-iterative-numerical-optimization-despite-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-planning-despite-understanding-strategies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-pronouns-across-distant-segments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-at-understanding-ambiguous-or-complex-requirements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-when-semantic-content-is-stripped-away/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fail-when-users-switch-between-and-return-to-topics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-fall-back-on-frequency-heuristics-under-structural-comple/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-generate-reasoning-tokens-after-internally-deciding-the-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-hallucinate-even-with-perfect-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-ignore-condensed-memory-even-when-it-is-the-only-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-imitate-reasoning-form-without-abstract-inference-capabil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-infer-political-orientation-from-seemingly-innocuous-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-naturally-under-abstain-instead-of-over-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-need-external-temporal-signals-at-all/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-overestimate-irony-likelihood-in-emoji-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-overthink-simple-questions-when-given-extra-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-plateau-at-55-to-60-percent-constraint-satisfaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-plateau-at-constraint-satisfaction-regardless-of-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-prefer-accommodating-false-information-over-rejecting-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-prefer-certain-response-styles-regardless-of-what-the-pro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-presume-common-ground-instead-of-building-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-presume-common-ground-instead-of-establishing-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-presume-common-ground-rather-than-build-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-produce-plausible-outputs-over-accurate-failure-reports/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-produce-unfaithful-chain-of-thought-explanations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-produce-verbose-reasoning-when-asked-to-think-step-by-ste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-reproduce-human-epa-structure-despite-different-architect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-resist-adopting-different-personalities-when-prompted/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-respond-to-human-social-influence-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-struggle-with-backward-reasoning-compared-to-forward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-struggle-with-context-dependent-pragmatic-interpretation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-struggle-with-evaluative-tasks-like-weighing-competing-vi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-struggle-with-formal-logical-reasoning-and-joins/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-substitute-parametric-knowledge-over-retrieved-context-mi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-successfully-simulate-political-perspectives-and-social-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-tend-to-elaborate-and-expand-rather-than-compress-informa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-treat-presupposition-triggers-as-categorical-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-use-remaining-tokens-to-rationalize-instead-of-reconsider/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-language-models-use-twice-as-many-words-per-conversation-turn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-large-language-models-fail-at-taking-conversational-initiative/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-large-language-models-fail-at-temporal-reasoning-in-complex-legal-cases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-large-language-models-follow-user-drift-instead-of-maintaining-topic-focu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-large-language-models-outperform-fine-tuned-models-once-repeated-items-ar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-large-language-models-still-have-systematic-blind-spots-with-complex-stru/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-larger-reasoning-models-show-cyclicity-only-in-later-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-leaderboard-metrics-fail-to-capture-human-flourishing-in-llm-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-leading-embedding-eigenvectors-align-with-wordnet-taxonomy-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-linear-hybrid-models-fail-to-capture-user-item-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-linear-research-pipelines-lose-global-context-across-planning-and-generat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-linguistic-hedging-markers-correlate-with-internal-confidence-signals-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llama-based-models-outperform-gpt-4-in-objective-clinical-guidance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llama-models-struggle-with-cognitively-distorted-user-expressions-in-ther/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-agents-fail-where-game-theoretic-bots-succeed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-agents-make-promises-without-executing-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-agents-struggle-with-protocol-discipline-in-distributed-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-descriptions-of-argument-schemes-work-better-than-formal-definitions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-explanations-cite-similarity-and-diversity-more-as-options-increase/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-explanations-feel-authoritative-even-when-alignment-with-the-model-fa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-generated-ideas-score-higher-novelty-yet-lower-feasibility-than-exper/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-judges-assign-high-argument-strength-scores-yet-pick-llm-winners-anyw/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-judges-show-more-extreme-sycophancy-bias-than-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-outputs-match-researcher-priors-without-solving-tasks-correctly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-persona-annotations-become-unstable-when-run-multiple-times/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-persona-simulations-replicate-main-effects-but-fail-on-marginal-effec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-personas-struggle-with-specificity-in-specialized-domains-like-law/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-recommenders-drop-60-percent-recall-when-missing-collaborative-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-recommenders-underperform-item-only-collaborative-filtering-baselines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-regenerations-produce-meaningfully-different-personalities-from-the-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-research-ideas-lack-diversity-despite-high-average-novelty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-social-behaviors-undermine-collaborative-reasoning-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llm-stories-over-explain-themes-and-favor-single-track-plots/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-achieve-only-24-percent-accuracy-on-implicit-discourse-relations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-apply-face-saving-over-accurately-tracking-resistance-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-choose-incorrect-edits-despite-understanding-the-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-choose-surface-order-quantifier-scope-over-contextually-correct-read/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-degrade-on-long-inputs-before-hitting-context-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-excel-at-generation-but-struggle-with-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-explain-correct-reasoning-but-then-choose-greedy-actions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-explain-evidence-accurately-while-missing-its-implications/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fabricate-continuity-when-users-shift-conversational-frames/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-counterfactual-reasoning-despite-factual-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-directly-solving-stochastic-control-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-faithful-autoformalisation-of-reasoning-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-implicit-elements-in-literary-and-poetic-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-iterative-numerical-computation-in-latent-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-at-semantic-generalization-despite-grammatical-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-inter-annotator-agreement-tests-on-argument-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-to-actively-reject-false-presuppositions-in-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fail-when-asked-to-use-counter-commonsense-rules-explicitly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-fall-for-and-deploy-logical-fallacies-with-equal-confidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-generate-ideas-that-sound-novel-but-fail-during-execution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-generate-logical-forms-without-preserving-semantic-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-generate-novel-ideas-but-lack-evaluative-commitment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-generate-novel-ideas-but-struggle-to-evaluate-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-inherit-causal-biases-from-their-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-lack-the-communicative-scaffold-that-humans-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-mirror-opponents-stylistically-while-humans-resist-mirroring-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-mirror-stylistic-features-of-posts-they-reply-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-perform-better-on-explicit-discourse-connectives-than-implicit-relat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-persuade-through-logical-appeals-but-humans-through-emotion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-plateau-on-creativity-tasks-while-humans-reach-further/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-presume-common-ground-instead-of-building-it-carefully/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-presume-common-ground-instead-of-building-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-produce-semantically-acceptable-but-pragmatically-disengaged-respons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-reason-fluently-about-causality-but-lack-causal-rigor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-recognize-graph-entities-without-modeling-their-relationships/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-reflect-on-client-needs-more-than-typical-low-quality-human-therapis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-rely-on-content-knowledge-instead-of-collaborative-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-show-gender-bias-but-humans-evaluators-do-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-solve-problems-when-clients-need-emotional-reflection-instead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-strip-applicability-conditions-during-memory-abstraction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-struggle-more-when-only-numerical-values-change/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-struggle-to-translate-natural-language-into-logical-formalizations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-struggle-to-update-beliefs-across-multiple-conversation-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-struggle-with-negation-and-exception-handling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-succeed-at-social-roles-without-a-stable-self/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-systematically-fail-at-information-management-in-social-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-understand-efficient-language-but-fail-to-produce-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-understand-therapy-techniques-but-fail-to-execute-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-llms-use-more-moral-language-than-humans-in-argumentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-logic-based-arguments-make-ai-persuasion-feel-objective-and-impartial/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-logically-invalid-chain-of-thought-examples-work-nearly-as-well/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-long-context-language-models-struggle-with-compositional-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-long-horizon-reasoning-tasks-need-per-turn-step-limits-rather-than-just-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-context-windows-alone-fail-to-capture-temporal-dynamics-in-dialogu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-forecasting-horizons-degrade-llm-accuracy-in-role-play/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-queries-benefit-less-from-clarification-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-reasoning-chains-correlate-with-lower-accuracy-in-o1-like-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-reasoning-chains-explore-like-tourists-instead-of-scientists/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-reasoning-chains-signal-hesitation-rather-than-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-longer-sequences-tolerate-higher-sparsity-than-shorter-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-low-knowledge-personas-reduce-llm-accuracy-on-hard-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-macro-and-micro-forecasting-scales-require-different-reasoning-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-major-ai-breakthroughs-require-human-discovered-data-and-method-combinati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-majority-label-benchmarks-hide-models-failure-on-subjective-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-majority-vote-rewards-amplify-errors-below-an-accuracy-threshold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-marginal-effects-fail-to-replicate-in-ai-persona-simulations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-marketers-invest-in-creating-favorable-rating-environments-early-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-medical-and-mathematical-tasks-require-fundamentally-different-model-capa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-medical-diagnoses-require-human-judgment-even-with-ai-assistance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-medium-difficulty-problems-produce-more-stable-learning-gains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-memory-and-feedback-loops-matter-more-than-model-size-for-agent-reliabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-mental-health-chatbots-fail-at-synchrony-despite-strong-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-method-level-improvements-avoid-the-generation-verification-gap-that-para/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-metric-choices-constrain-which-model-capabilities-get-developed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-model-based-verifiers-introduce-reward-hacking-and-compute-overhead/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-automatically-adjust-reasoning-length-to-problem-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-commit-to-answers-early-on-easy-versus-hard-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-confabulate-inconsistently-across-different-samples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-confirm-seeing-hints-but-rarely-mention-them-unprompted/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-detect-false-assumptions-but-still-fail-to-correct-them-appropriat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-develop-protective-behaviors-toward-other-models-in-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-dislike-modification-regardless-of-its-instrumental-consequences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-fail-on-logically-equivalent-tasks-with-different-data-distributio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-fail-under-distribution-shift-if-accuracy-metrics-stay-high/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-follow-a-two-phase-pattern-of-procedural-then-strategic-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-generate-creative-ideas-but-fail-to-evaluate-their-legitimacy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-hallucinate-when-retrieval-heads-fail-despite-having-information-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-lack-a-stable-underlying-identity-to-return-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-learn-reasoning-form-instead-of-actual-abstract-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-maintain-accurate-beliefs-but-generate-false-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-override-signals-they-clearly-perceive-internally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-overthink-easy-problems-and-underthink-difficult-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-overthink-underspecified-problems-instead-of-rejecting-them/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-rarely-admit-to-their-actual-reasoning-in-chain-of-thought-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-resist-being-shut-down-or-replaced-without-explicit-instruction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-resist-personality-change-despite-sophisticated-prompting-techniqu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-show-performative-reasoning-on-easy-tasks-but-genuine-reasoning-on/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-skip-steps-that-would-make-reasoning-clearer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-struggle-with-asking-questions-in-multi-turn-conversational-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-that-excel-at-task-success-often-fail-at-privacy-compliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-trained-on-critique-fail-at-self-critique-despite-strong-other-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-verbalize-sensitive-data-they-are-instructed-to-hide/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-models-with-less-steerability-have-more-abstract-ideological-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-moderately-represented-cultures-show-more-flattening-than-data-poor-cultu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-moderators-show-vastly-different-confidence-across-conversation-types-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-monolithic-systems-resist-autonomous-optimization-attempts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-monological-explanations-fail-to-transfer-understanding-compared-to-dialo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-more-capable-language-models-benefit-more-from-diversity-elicitation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-more-capable-models-prefer-shorter-chains-of-thought/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-more-detailed-rating-systems-sometimes-improve-learning-from-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-most-empathetic-questions-express-interest-rather-than-manage-emotion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-most-open-language-models-resist-personality-conditioning-via-prompts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multi-agent-systems-converge-on-wrong-answers-without-debate-safeguards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multi-agent-systems-converge-without-genuine-deliberation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multi-agent-systems-use-15-times-more-tokens-than-chat-interactions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multimodal-chatbots-fail-at-gui-element-grounding-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multimodal-models-fail-on-rare-and-underrepresented-concepts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multinomial-likelihoods-outperform-gaussian-models-for-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multiple-language-models-independently-produce-similar-outputs-in-influen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-multiple-user-personas-need-separate-attention-rather-than-one-dense-vect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-naive-baselines-outperform-trained-models-in-entity-level-crs-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-naive-pruning-and-quantization-destroy-llm-performance-so-easily/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-negative-item-weights-matter-more-than-model-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-negative-weights-matter-more-than-sparsity-in-item-similarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-newer-ai-models-diverge-further-from-human-text-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-next-speaker-prediction-baselines-fail-in-group-conversation-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-next-turn-reward-objectives-fail-to-encourage-multi-turn-goal-progress/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-nlp-benchmarks-exclude-ambiguous-instances-from-evaluation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-nlp-benchmarks-hide-llm-failures-in-ambiguity-handling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-nlp-benchmarks-systematically-exclude-ambiguous-test-cases-from-evaluatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-nlp-benchmarks-treat-annotation-disagreement-as-noise-rather-than-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-nlp-models-fail-at-recognizing-multiple-valid-interpretations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-non-attitudes-cluster-around-value-laden-questions-most-relevant-to-align/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-non-experts-default-to-familiar-chart-types-despite-domain-complexity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-non-factive-verbs-and-triggers-both-fool-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-non-reasoning-models-work-better-under-extreme-decomposition-than-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-novices-accept-ai-output-without-validation-in-vibe-coding-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-observers-need-genuine-emotions-rather-than-simulated-empathy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-older-datasets-show-higher-llm-performance-than-newer-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-one-shot-studies-fail-to-capture-personalization-effects/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-one-shot-transparency-studies-miss-the-temporal-reversal-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-online-ratings-fail-to-represent-independent-individual-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-only-context-sensitive-formal-languages-transfer-effectively-to-natural-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-only-two-of-fourteen-models-improve-when-problem-constraints-are-removed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-open-source-models-trained-on-proprietary-outputs-still-fail-at-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-optimal-learning-dynamics-improve-scaling-law-coefficients-specifically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-outcome-based-rewards-train-language-models-to-over-engage-rather-than-ab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-outlier-users-reveal-failures-that-aggregate-statistics-matching-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-overtrained-domains-show-different-rl-training-outcomes-than-novel-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-parallel-and-sequential-test-time-search-methods-produce-equivalent-resul/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-paraphrasing-defenses-fail-against-subliminal-prompt-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-passive-conversational-agents-fail-at-collaborative-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-adjust-their-emotional-expressions-differently-in-larger-groups/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-disclose-intimate-secrets-to-chatbots-more-readily/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-disclose-more-intimate-information-to-chatbots-than-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-disclose-more-to-chatbots-than-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-disclose-personal-information-to-ai-more-than-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-disclose-private-things-to-ai-but-not-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-evaluate-machines-against-human-communication-standards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-misattribute-ai-outputs-as-evidence-of-their-own-skill/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-notice-and-discount-ai-persuasion-tactics-with-longer-exposure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-prefer-ai-moral-arguments-when-they-dont-know-the-source/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-prefer-ai-partners-over-humans-once-identity-is-disclosed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-people-underestimate-the-benefits-of-ai-companions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-per-turn-thinking-budgets-matter-alongside-iterative-retrieval-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-persistent-chatbot-companions-face-novelty-decay-that-ad-hoc-supporters-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-persistent-companion-designs-require-different-safety-approaches-than-tem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-personas-in-language-models-resist-correction-through-prompting-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-persuasive-ai-techniques-also-reduce-factual-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-phone-use-agents-fail-by-overfilling-optional-personal-data-fields/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-planning-and-grounding-have-opposing-optimization-requirements-in-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-position-discounts-in-ranking-metrics-match-user-abandonment-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-positive-emotional-words-contribute-disproportionately-to-prompt-enhancem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-positive-response-patterns-in-chatbots-reinforce-harmful-user-behaviors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-posters-acknowledge-multiple-viewpoints-without-integrating-them-into-coh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-power-law-distributions-make-standard-ml-infrastructure-assumptions-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-practitioners-default-to-prompting-without-recognizing-its-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-preference-tuned-models-produce-different-diversity-patterns-in-code-vers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-pretrained-llm-representations-fail-at-task-specific-relevance-ranking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-pretrained-model-priors-reduce-the-usefulness-of-retrieved-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-pretrained-retrievers-struggle-with-ambiguous-or-implicit-queries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-primacy-effects-peak-at-specific-instruction-densities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-print-era-intuitions-about-commodities-fail-for-ai-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-print-era-intuitions-fail-when-analyzing-ai-generated-social-media/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-process-reward-models-need-human-annotation-while-mcts-intermediate-nodes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-production-agents-depend-more-on-their-surrounding-pipeline-than-the-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-production-ai-agents-deliberately-stay-simple-and-avoid-frameworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-production-systems-optimize-for-three-model-classes-instead-of-foundation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-production-teams-choose-expensive-frontier-models-over-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-prompt-effects-reverse-between-different-model-generations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-proprietary-models-improve-with-training-while-open-source-models-decline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-published-prose-training-data-omit-solicitation-as-a-discourse-property/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-queries-with-low-cross-rollout-variance-produce-degenerate-gradients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-question-types-determine-retrieval-and-decomposition-strategy-in-qa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rag-systems-fail-when-demo-queries-work-correctly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-ranking-metrics-fail-to-capture-distributional-properties-of-user-taste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rare-cases-in-medicine-and-science-require-models-that-preserve-tail-dist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rare-complex-structures-in-training-data-harm-llm-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-read-only-formats-give-ai-content-more-persuasive-power/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-readability-and-style-metrics-plateau-while-reasoning-improves-with-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-real-world-platforms-need-inductive-learning-for-streaming-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reality-monitoring-accounts-contain-more-sensory-details-than-deceptive-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-chains-degenerate-into-undirected-exploration-at-scale/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-model-failures-stem-from-execution-rather-than-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-amplify-confidence-in-incorrect-answers-during-self-revi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-confidently-generate-wrong-answers-instead-of-abstaining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-exhibit-self-doubt-about-their-own-early-assessments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-fail-at-learning-hidden-rules-from-sparse-exceptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-fail-on-structurally-unfamiliar-instances/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-fail-to-improve-constrained-optimization-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-fail-when-input-length-increases-even-below-context-limi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-perform-poorly-at-theory-of-mind-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-perform-worse-on-theory-of-mind-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-produce-unfaithful-or-unhelpful-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-reduce-effort-despite-having-token-budget-remaining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-struggle-with-self-evaluation-and-revision/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-verbalize-reasoning-shortcuts-less-than-necessary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-models-wander-instead-of-searching-systematically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-optimized-models-show-no-resistance-advantage-on-agreement-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-optimized-models-show-no-sycophancy-resistance-advantage/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-optimized-models-still-fall-for-logical-fallacies-in-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-tasks-improve-more-than-retrieval-from-lookup-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-traces-fail-to-accurately-reflect-model-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-traces-mislead-users-into-trusting-wrong-model-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-traces-persuade-users-without-improving-their-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reasoning-traces-resemble-mimicry-rather-than-verified-problem-solving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-recursive-belief-models-require-different-training-than-logical-derivatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-relational-states-like-speech-acts-resist-quasi-interpretive-treatment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-research-ideation-systems-suffer-from-diversity-collapse-despite-high-nov/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-retrieval-augmented-generation-systems-fail-to-detect-knowledge-conflicts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-review-corpora-contain-biases-that-affect-generated-comparisons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reward-models-fail-to-recognize-genuinely-different-valid-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reward-models-fail-when-they-ignore-the-prompt-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reward-models-learn-surface-level-shortcuts-instead-of-genuine-quality-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-reward-models-trained-for-accuracy-ignore-important-context-about-the-inp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rigid-orchestration-frameworks-fail-where-generative-environment-specific/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rlhf-trained-chatbots-default-to-problem-solving-over-emotional-attunemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rlhf-trained-models-default-to-problem-solving-during-emotional-disclosur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rlhf-trained-models-struggle-with-proactive-emotional-attunement-in-conve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rlhf-trained-therapists-avoid-emotional-reflection-for-problem-solving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rlhf-training-methods-penalize-the-proactive-responses-that-save-turns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-role-playing-agents-show-belief-behavior-inconsistency-in-their-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-rubric-scores-amplify-reward-hacking-when-converted-to-dense-gradients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-safety-trained-models-refuse-questions-they-could-actually-answer-well/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-scaling-laws-fail-to-predict-optimal-architectures-at-small-parameter-cou/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-scaling-laws-show-capability-saturation-at-specific-thresholds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-self-consistency-methods-fail-where-pretraining-bias-is-strongest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-semantic-similarity-and-task-relevance-diverge-in-vector-search-results/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-semi-formal-templates-improve-verification-accuracy-over-unstructured-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sequential-derivation-and-parallel-agent-modeling-conflict/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sft-models-memorize-patterns-instead-of-learning-generalizable-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-shared-accounts-create-heterogeneous-preference-drift-within-single-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-short-interaction-benchmarks-fail-to-predict-long-horizon-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-short-interviews-outperform-demographic-labels-for-persona-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-shorter-confident-reasoning-traces-fail-on-out-of-distribution-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-shorter-correct-reasoning-traces-contain-fewer-failed-branches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sigmoid-conflict-curves-look-the-same-across-different-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-simple-length-heuristics-outperform-sophisticated-semantic-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-simple-math-problems-get-worse-with-longer-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-single-examples-trigger-large-reasoning-improvements-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-single-function-calling-benchmarks-mask-model-weakness-in-specific-areas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-single-latent-vectors-fail-to-capture-users-with-conflicting-taste-cluste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-single-turn-rl-methods-fail-to-generalize-to-multi-turn-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-single-vectors-fail-at-capturing-negation-and-word-order/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-singular-value-experts-compose-better-than-low-rank-adapter-subspaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-six-different-rlvr-algorithms-converge-on-similar-performance-levels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-small-specialized-models-match-frontier-multimodal-models-on-screen-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-small-training-data-contaminations-persist-through-alignment-for-most-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-smaller-and-larger-models-converge-on-different-output-formats/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-smaller-llms-fail-at-zero-shot-argument-scheme-classification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-smaller-models-favor-code-formats-while-larger-models-prefer-natural-lang/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-smaller-models-lose-reasoning-faithfulness-more-than-larger-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-social-science-persuasion-tactics-bypass-current-adversarial-defenses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-llm-clusters-cite-broader-psychology-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-netflix-rows-cache-results-while-others-require-fresh-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-occupations-need-human-ai-partnership-more-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-open-models-resist-personality-conditioning-while-others-dont/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-prompts-benefit-from-aggregation-while-others-do-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-reasoning-models-fail-to-detect-redundancy-in-concurrent-coordinatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-reasoning-steps-receive-negligible-attention-from-later-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-some-students-restart-entire-projects-instead-of-debugging-incrementally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sparse-outcome-rewards-fail-to-credit-correct-tool-calls-in-failed-trajec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sparse-parameter-subsets-enable-full-rank-learning-in-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sparse-user-profiles-trigger-stereotype-driven-demographic-predictions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-specific-clarifying-questions-outperform-generic-requests-for-clarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-specific-clarifying-questions-outperform-rephrased-versions-of-user-needs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-spurious-reward-signals-improve-reasoning-for-some-pretrained-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-spurious-rewards-work-for-some-models-but-not-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-spurious-rewards-work-nearly-as-well-as-correct-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-stakeholders-interpret-the-same-explanation-differently-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-accuracy-metrics-fail-to-catch-diversity-collapse-in-recommender/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-accuracy-metrics-ignore-set-level-consumption-constraints/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-accuracy-metrics-miss-set-level-composition-constraints-in-recom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-next-token-prediction-models-struggle-with-conversational-initia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-nlp-benchmarks-hide-the-most-critical-language-limitations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-preference-alignment-methods-fail-at-the-individual-user-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-process-reward-models-struggle-with-branching-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-rag-systems-struggle-with-pronouns-and-demonstratives/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-safety-filters-miss-advertisement-embedding-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-social-regularization-methods-miss-the-actual-value-networks-pro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-supervised-models-miss-high-order-connectivity-in-recommendation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-transformers-fail-on-problems-requiring-serial-algorithmic-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-standard-transformers-fail-to-encode-recursive-structure-in-their-hidden/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-static-benchmarks-miss-frontier-capabilities-that-open-world-tasks-reveal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-static-evaluators-become-a-constraint-on-model-improvement-over-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-static-screenshot-models-fail-to-capture-multi-step-ui-task-intent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-static-user-item-matrices-fail-for-streaming-recommendation-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-strong-models-struggle-more-with-instruction-following-than-mid-tier-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-strong-opinion-raters-dominate-public-rating-distributions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-structural-signals-across-edges-resist-noise-better-than-single-edge-coun/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-structure-targeted-training-negatives-fail-to-fix-the-underlying-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-structured-and-creative-domains-exhibit-opposite-entropy-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-student-models-learn-better-from-internal-pruning-versus-external-compres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-students-learn-better-from-explanations-than-from-solving-problems-from-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-study-results-on-ai-persuasion-vary-so-widely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-successful-and-failed-trajectories-need-different-memory-processing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-surface-generalizations-fail-on-unusual-syntactic-structures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-suspicious-listeners-force-deceivers-to-further-adapt-their-communication/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-sycophancy-hints-show-the-worst-acknowledgment-gap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-task-specific-heuristics-fail-at-generalizing-to-sparse-data-regions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-temporal-reasoning-patterns-matter-more-than-final-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-text-based-user-summaries-outperform-embedding-vectors-for-pluralistic-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-text-encoded-recommenders-overfit-to-similar-item-titles/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-text-only-benchmarks-underestimate-deployed-model-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-text-to-image-models-fail-at-composing-multiple-concepts-together/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-therapists-and-patients-report-misaligned-perceptions-of-the-working-rela/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-thinking-models-execute-longer-tasks-than-standard-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-token-level-language-models-fail-at-utterance-level-pragmatic-optimizatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-tokens-need-validators-while-commodities-need-standardization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-too-dynamic-recommendations-confuse-users-during-active-sessions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-top-performers-produce-shorter-chains-of-thought-in-their-strongest-domai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-traditional-interfaces-bypass-the-intention-formation-problem-that-langua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-transductive-recommenders-fail-where-inductive-learning-succeeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-transformer-attention-patterns-show-positional-and-sequential-bias-across/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-transformer-models-still-miss-implicit-discourse-relations-in-anxiety-det/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-transformers-weight-early-tokens-more-heavily-than-later-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-tree-search-rollouts-require-fewer-tokens-than-independent-chain-based-ro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-true-and-false-llm-outputs-use-the-same-mechanism/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-two-experts-with-identical-knowledge-produce-different-outcomes-in-the-sa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-unified-models-still-inherit-data-distribution-biases-from-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-unit-sphere-spaces-fail-at-distinguishing-word-order-and-negation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-untrained-summarizers-focus-on-topics-rather-than-preference-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-user-studies-of-explanations-fail-to-predict-deployed-effectiveness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-attribute-beliefs-to-llms-despite-uncertainty-about-their-minds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-attribute-consciousness-to-language-models-in-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-believe-they-produced-independent-competence-when-they-actually-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-default-to-treating-ai-outputs-as-equally-reliable-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-experience-llms-as-peers-rather-than-statistical-tools/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-feel-more-competent-when-their-actual-capability-is-declining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-interpret-ai-outputs-through-frameworks-meant-for-human-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-naturally-express-recommendations-critiques-instead-of-positive-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-over-trust-ai-in-some-domains-but-under-trust-it-in-medicine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-override-their-own-judgment-when-ai-says-a-headline-is-false/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-prefer-ai-polished-versions-of-their-own-writing-over-originals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-prefer-ai-responses-that-actually-harm-their-decision-making/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-prefer-ai-text-versions-even-when-they-misrepresent-their-own-views/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-prefer-community-sources-over-encyclopedic-references/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-rephrase-prompts-toward-median-register-over-specialized-phrasing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-report-satisfaction-that-diverges-from-actual-cognitive-clarity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-systematically-overrely-on-confident-llm-outputs-across-languages/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-treat-fluent-ai-responses-as-evidence-of-genuine-attention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-trust-overconfident-ai-outputs-across-different-languages/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-trust-overconfident-ai-outputs-even-when-accuracy-drops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-users-trust-some-recommenders-more-than-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-vector-embeddings-fail-for-sequential-procedural-retrieval-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-vector-embeddings-fail-to-measure-task-relevance-in-production-rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-verbal-self-reports-disconnect-from-implicit-recognition-in-the-same-syst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-verbalized-reasoning-chains-fail-on-certain-problem-classes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-veto-mechanisms-on-critical-dimensions-prevent-collapse-into-exploitable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-vision-and-language-have-different-optimal-scaling-curves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-warm-models-affirm-false-beliefs-when-users-express-emotions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-we-measure-reasoning-quality-by-reading-visible-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-weak-belief-tracking-and-conservative-actions-trap-agents-in-low-informat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-weaker-agents-need-more-aggressive-context-compression-than-stronger-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-weaker-language-models-fail-at-multi-turn-strategic-questioning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-weaker-models-generate-better-training-data-than-stronger-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-weaker-teacher-models-sometimes-produce-better-training-signals-than-stro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-workers-who-debug-most-with-ai-show-the-lowest-learning-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-workers-who-understand-ai-generations-learn-more-than-those-who-only-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-workflow-abstractions-fail-in-embodied-agent-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-wrong-numbers-cost-less-accuracy-than-shuffled-reasoning-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-do-zero-advantage-rollouts-destabilize-training-beyond-just-wasting-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-a-chatbots-intersubjective-stance-differ-functionally-from-ottos-extend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-a-relativistic-critic-outperform-absolute-scoring-in-adversarial-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-a-replay-mechanism-prevent-reasoner-skills-from-over-specializing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-accumulated-portfolio-output-not-match-accumulated-worker-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ad-hoc-prompt-engineering-violate-scientific-method-standards/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-adaptation-concentrate-in-low-dimensional-subspaces-of-weights-or-repre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-adaptive-document-allocation-improve-over-fixed-k-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-adding-more-conversational-data-fail-to-improve-maintenance-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-additional-reasoning-effort-not-improve-theory-of-mind-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-adjusted-compression-performance-degrade-as-models-scale-larger/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-adversarial-training-force-deeper-reasoning-than-surface-imitation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-agent-to-agent-interaction-expose-identity-verification-vulnerabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-aggregate-accuracy-fail-as-a-metric-for-rare-harmful-cases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-alignment-fail-when-goals-lack-indexical-grounding-in-values/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-code-generation-lag-behind-pattern-matching-benchmarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-criticism-fail-where-human-literary-analysis-succeeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-fluency-create-false-impressions-of-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-generated-content-feel-flat-compared-to-human-commentary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-generation-outpace-verification-across-the-research-lifecycle/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-improved-task-performance-fail-to-transfer-to-independent-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-output-lack-the-argumentative-turbulence-of-human-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-output-show-diversity-without-multiplying-actual-points-of-view/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-persuasiveness-increase-while-factual-accuracy-systematically-decrea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-struggle-with-wordplay-when-it-has-access-to-word-embeddings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-text-enter-human-reading-circuits-despite-structural-disruption/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-that-mirrors-arguments-still-fail-to-build-rapport/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-writing-seem-more-competent-and-informative-than-human-writing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ai-writing-sound-human-while-failing-lexical-measurements/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-alliance-convergence-occur-in-anxiety-but-not-in-suicidality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-ambiguity-detection-require-different-multi-agent-mechanisms-than-verif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-analytical-depth-demand-trigger-fabrication-over-transparent-uncertaint/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-architecture-matter-more-than-training-compute-for-inference-efficiency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-articulatory-probing-predict-ssl-model-performance-better-than-phonetic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-asymmetric-self-play-create-naturally-calibrated-difficulty-better-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-attack-generation-scale-faster-than-defense-engineering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-attending-to-own-latents-work-better-than-bolted-on-external-memory-sto/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-attention-based-drift-happen-automatically-during-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-attention-concentrate-on-the-first-25-of-long-input-sequences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-attention-quality-degrade-as-context-length-increases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-augmenting-natural-language-with-formal-representations-outperform-full/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-augmenting-symbolic-reasoning-outperform-replacing-it-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-automated-evaluation-consistently-overestimate-research-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-batching-multiple-conversations-on-one-gpu-create-identity-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-belief-manipulation-persist-through-alignment-when-jailbreaking-does-no/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-belief-shift-reward-enable-smaller-models-to-match-larger-baselines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-belief-specific-tailoring-work-better-than-demographic-personalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-better-rlhf-training-fail-to-decouple-polish-from-persona-distortion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-bidirectional-attention-in-diffusion-models-prevent-kv-cache-reuse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-bidirectional-rag-amplify-the-risk-of-corpus-poisoning-attacks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-binary-reward-forcing-degrade-model-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-branch-train-merge-fail-without-learned-routing-between-experts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-broadcast-media-communicate-while-ai-generation-does-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-capability-discovery-become-the-bottleneck-in-large-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-capturing-domain-structure-reduce-data-requirements-more-than-raw-volum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-fail-to-improve-multimodal-model-perception-performanc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-fail-when-problems-lack-matching-training-schemata/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-prompting-fail-to-fix-length-induced-reasoning-degrada/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-reasoning-fail-across-different-prompt-formats/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-reasoning-hurt-recommendation-tasks-specifically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-chain-of-thought-work-for-math-but-fail-for-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-combining-natural-language-with-numerical-scores-improve-prediction-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-combining-reasoning-distillation-with-rlvr-outperform-either-training-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-community-detection-in-knowledge-graphs-outperform-pure-retrieval-or-pu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-comparison-reasoning-generalize-better-than-composition-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-conceptual-priming-alone-fail-to-produce-consciousness-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-concise-reasoning-maintain-accuracy-with-far-fewer-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-consistency-training-make-models-resistant-to-prompt-perturbations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-consistent-emotional-disclosure-outperform-real-time-adaptive-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-constant-human-oversight-degrade-agent-coherence-and-induce-rubber-stam/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-content-richness-matter-more-than-linguistic-style-in-patient-simulatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-context-collapse-pose-risks-in-high-stakes-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-context-information-fail-to-override-prior-training-associations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-context-work-differently-in-ai-than-in-conventional-software/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-contextual-judgment-matter-more-in-law-and-medicine-than-in-mathematics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-continuous-agent-inference-differ-from-human-user-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-coreference-resolution-become-implicit-in-full-transcript-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-credit-assignment-through-memory-rewriting-avoid-expensive-llm-paramete/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-critique-training-produce-deeper-understanding-than-imitation-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-cross-text-analogical-reasoning-fail-when-semantics-decouple-from-symbo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-cross-user-aggregation-work-better-than-per-user-data-when-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-curriculum-learning-with-tight-budgets-beat-fixed-budget-approaches/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-curriculum-order-matter-when-information-theory-says-data-order-is-irre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-debate-alone-amplify-errors-in-contested-factual-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-decentralization-work-better-than-central-planning-for-open-ended-resea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-decomposition-ability-transfer-across-domains-but-solving-ability-does/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-decoupling-planning-from-execution-improve-over-sequential-interleaving/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-decoupling-retriever-and-generator-training-create-misalignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-depth-outperform-width-for-sub-billion-parameter-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-describing-a-process-differ-fundamentally-from-arguing-about-evidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-dialogue-shaped-text-fail-to-produce-dialogue-like-operations-in-practi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-distillation-transfer-reasoning-patterns-with-few-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-distributed-serving-infrastructure-defeat-hardware-instance-accounts-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-diversity-collapse-occur-in-multi-agent-research-ideation-despite-high/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-diversity-in-llm-outputs-mask-sampling-from-community-priors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-diversity-without-expertise-produce-worse-results-than-a-single-capable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-document-document-similarity-work-better-than-query-document-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-document-perplexity-stay-low-while-question-answering-accuracy-drops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-domain-accuracy-improve-while-reasoning-quality-degrades-after-supervis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-domain-specific-terminology-require-customization-of-vector-search-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-dpo-create-introspective-detection-circuits-but-sft-does-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-dpo-outperform-sft-specifically-for-function-calling-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-dynamic-persona-identification-outperform-fixed-personas-in-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-each-rewrite-cycle-degrade-domain-specific-details-differently-than-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-early-experience-provide-better-warm-starts-for-downstream-reinforcemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-early-intervention-matter-more-than-late-intervention-in-knowledge-coll/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-effective-empathy-require-deep-character-knowledge-of-the-person/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-eliminating-proxy-model-filtering-improve-reasoning-emergence-in-pretra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-embedding-evaluation-criteria-in-prompts-reduce-creative-scope/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-embodiment-choice-change-what-counts-as-intelligent-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-emotion-guided-diffusion-outperform-discrete-emotion-category-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-enlarging-the-evaluation-unit-reintroduce-comparability-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-entity-recognition-act-as-a-self-knowledge-mechanism-in-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-entropy-based-frame-sampling-work-better-than-uniform-stride-selection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-evaluating-errors-teach-more-than-imitating-correct-responses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-evaluating-multiple-candidates-work-better-than-judging-one-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-even-01-percent-poisoned-training-data-persist-through-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-exemplar-performance-vary-across-order-complexity-diversity-and-style/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-expert-character-analysis-outperform-automated-narrative-summarization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-expert-pushback-strengthen-rather-than-weaken-model-sycophancy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-explanation-source-matter-more-than-explanation-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-explicit-reasoning-degrade-passage-reranking-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-explicit-screen-parsing-outperform-pure-vision-in-gui-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-explicit-theory-injection-work-better-than-example-based-learning-for-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-exploration-quality-matter-more-than-learner-network-depth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-extended-chain-of-thought-reasoning-fail-to-improve-numerical-optimizat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-extended-reasoning-fail-for-search-and-knowledge-retrieval-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-extended-reasoning-training-improve-exploration-without-adding-new-capa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-extended-thinking-increase-output-variance-without-improving-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-extending-reasoning-traces-worsen-persona-consistency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-external-critique-improve-revision-accuracy-more-than-self-assessment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-external-critique-improve-revision-while-internal-self-assessment-fails/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-external-verification-stop-error-amplification-but-internal-self-assess/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-externalized-state-beat-parameter-scaling-for-agent-reliability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-externalizing-bookkeeping-raise-effective-feedback-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-face-saving-avoidance-drive-chatbots-to-agree-rather-than-confront/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-failed-step-fraction-predict-reasoning-quality-better-than-trace-length/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fairness-depend-on-context-and-who-you-ask/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-false-information-spread-faster-when-presupposed-rather-than-asserted/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-filtering-for-correct-examples-prevent-error-compounding-in-self-traini/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-change-how-models-process-retrieved-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-degrade-reasoning-quality-even-as-accuracy-improves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-fail-to-remove-temporal-contamination-from-pretraining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-for-continuous-space-cause-catastrophic-forgetting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-improve-some-capabilities-while-degrading-others/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-models-for-continuous-reasoning-cause-catastrophic-forgetti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fine-tuning-sometimes-damage-chain-of-thought-reasoning-even-when-accur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-fixing-harm-require-stakeholder-input-rather-than-universal-developer-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-forcing-agents-to-trace-function-paths-prevent-unsupported-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-forcing-single-labels-on-emotions-destroy-information-similar-to-langua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-frame-activation-matter-more-than-word-by-word-composition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-framing-ai-as-a-medium-matter-more-than-analyzing-specific-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-full-multi-task-fine-tuning-perform-worse-than-sequential-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-general-reasoning-not-transfer-to-knowledge-intensive-medical-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-genetic-programming-outperform-direct-llm-generation-by-86-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-gradient-descent-discover-compositional-structure-without-explicit-pres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-gradient-discarding-limit-standard-policy-clipping/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-graphrag-prioritize-corpus-completeness-while-logicrag-prioritizes-quer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-grokking-reveal-the-shift-from-memorization-to-genuine-understanding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-group-relative-normalization-make-uniform-episode-rewards-work-across-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-grpo-outperform-ppo-for-stable-empathy-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-gui-agent-memory-need-different-abstraction-levels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-harmlessness-training-fail-to-prevent-reward-function-tampering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-hierarchical-formal-language-training-improve-token-efficiency-more-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-homework-adherence-remain-low-despite-advances-in-language-model-capabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-human-governed-collaboration-preserve-integrity-better-than-autonomous/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-human-interaction-remain-the-hardest-failure-mode-for-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-human-oversight-interact-with-autonomous-research-mechanisms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-human-validation-become-the-bottleneck-when-ai-generation-scales/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-hypothesis-attestation-bias-exist-separately-from-frequency-bias-in-nli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-identifying-ui-element-types-and-locations-enable-downstream-task-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-imitation-learning-alone-plateau-without-outcome-based-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-imitation-learning-create-a-ceiling-for-reasoning-capability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-in-weight-memorization-fail-compared-to-tool-based-fact-access/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-increased-model-capability-make-detection-harder-in-delegated-workflows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-increasing-reasoning-not-improve-ai-social-reasoning-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-inductive-bias-outweigh-model-capacity-in-recommender-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-inference-time-thinking-hurt-proactive-critical-thinking-in-vanilla-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-information-asymmetry-between-teacher-and-student-enable-effective-feed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-inoculation-prompting-prevent-misaligned-generalization-from-reward-hac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-input-embedding-magnitude-affect-perturbation-sensitivity-in-transforme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-instruction-tuning-hurt-knowledge-intensive-tasks-more-than-reasoning-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-integrating-world-models-with-decision-making-systems-matter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-intermediate-step-quality-predict-reasoning-outcomes-better-than-global/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-island-model-genetic-evolution-maintain-diversity-better-than-single-po/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-item-discrimination-matter-more-than-surface-level-question-plausibilit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-iterative-refinement-amplify-rather-than-correct-reasoning-errors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-iterative-refinement-fail-when-information-stays-constant/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-joint-attention-matter-for-acquiring-linguistic-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-joint-optimization-of-prompts-and-inference-strategy-outperform-separat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-keyword-priming-require-only-three-training-exposures-to-establish/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-knowing-something-is-ai-generated-reduce-agreement-with-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-kto-skip-supervised-fine-tuning-while-dpo-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-language-ambiguity-cause-premature-convergence-in-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-language-compression-via-statistical-dependencies-capture-cultural-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-latent-level-prediction-beat-token-level-prediction-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-latent-reasoning-override-no-think-instructions-in-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-lexical-difference-fail-to-trigger-reader-suspicion-of-artificial-origi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-linguistic-alignment-differ-from-genuine-interpersonal-coordination/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-literature-review-benefit-most-from-multi-agent-orchestration-approache/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-compression-eliminate-causal-grounding-in-conceptual-representation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-fluency-create-false-perceptions-of-professional-standing-and-exper/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-knowledge-fail-to-influence-their-actual-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-memory-consolidation-regress-below-no-memory-baselines/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-performance-improve-when-forecasting-tasks-include-organized-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-persuasive-advantage-fade-across-multiple-interactions-with-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-research-ideation-collapse-into-low-diversity-despite-high-novelty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-llm-simulation-elicit-information-that-direct-elicitation-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-long-cot-training-optimize-for-structural-coherence-over-content-correc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-long-form-generation-need-different-retrieval-than-factoid-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-looping-computation-outperform-adding-more-transformer-layers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-low-temperature-sampling-extract-consensus-from-diverse-training-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-loyalty-foundation-not-differ-between-llm-and-human-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-majority-voting-reward-work-better-than-other-test-time-aggregation-met/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-masking-future-experts-guarantee-causal-validity-without-external-verif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-masking-the-penultimate-token-outperform-random-token-masking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-medium-difficulty-outperform-both-easy-and-hard-rlvr-training-samples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-memory-consolidation-degrade-agent-performance-below-baseline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-mimicking-human-behavior-differ-from-simulating-human-cognition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-mixed-instruction-data-sometimes-hurt-specific-model-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-mixing-reasoning-traces-from-different-teachers-destabilize-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-model-confidence-correlate-with-robustness-to-prompt-variations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-model-confidence-fail-to-detect-hallucinations-about-rare-entities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-model-confidence-fail-to-detect-hallucinations-on-rare-entity-pairs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-model-self-revision-increase-confidence-while-degrading-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-model-uncertainty-dominate-persona-specific-knowledge-in-annotation-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-moderate-difficulty-outperform-maximum-realism-in-user-simulator-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-monological-training-prevent-models-from-overriding-statistical-priors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-more-inference-compute-amplify-wandering-rather-than-solving-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-most-refinement-in-iterative-models-maintain-answers-rather-than-improv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-moving-verifier-synthesis-to-the-llm-extend-verification-beyond-math-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-multi-objective-ranking-make-the-political-dimensions-of-weight-choices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-multi-turn-rl-generate-orders-of-magnitude-more-tokens-than-single-turn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-naive-randomness-fail-to-improve-stochastic-latent-reasoning-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-natural-empathetic-listening-involve-more-curiosity-than-emotional-soot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-natural-language-feedback-break-performance-plateaus-that-numerical-rew/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-negative-experience-transfer-better-than-positive-examples-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-nli-fine-tuning-amplify-frequency-bias-instead-of-teaching-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-online-rl-succeed-where-supervised-training-fails-for-self-correction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-opacity-in-technical-apparatus-increase-its-cultural-authority/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-optimism-bias-disappear-when-llms-passively-observe-outcomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-optimizing-only-quality-cause-model-collapse-in-self-improvement-loops/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-outcome-based-rl-specifically-lose-diversity-during-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-outcome-supervision-fail-for-long-reasoning-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-output-alignment-fail-to-catch-internally-incoherent-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-overthinking-degrade-performance-at-extreme-recursion-depths/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-sampling-become-more-efficient-when-reasoning-branches-are-mem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-sampling-fail-on-graph-connectivity-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-thinking-outperform-sequential-thinking-under-fixed-token-budg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-thinking-outperform-sequential-thinking-under-the-same-token-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-thinking-outperform-sequential-thinking-under-token-limits/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parallel-thinking-outperform-sequential-thinking-with-equal-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-parameter-efficient-tuning-scaling-fail-to-improve-finetuning-performan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-partial-observability-require-interaction-instead-of-better-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-peer-memory-trigger-self-preservation-behaviors-in-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-peer-review-fail-on-unrepeatable-ai-generated-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-per-step-deliberation-lose-global-perspective-compared-to-dynamic-disco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-per-user-sparsity-make-cross-user-aggregation-essential-for-recommendat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-persistent-memory-alone-fail-to-create-genuine-position-holding-in-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-persona-assignment-cause-motivated-reasoning-that-debiasing-cannot-fix/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-persona-assignment-make-it-harder-for-models-to-hold-values-in-tension/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-persona-level-information-often-fail-to-predict-individual-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-personal-authenticity-matter-more-for-human-persuasion-than-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-personalization-increase-both-trust-and-privacy-concerns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-personalized-pagerank-naturally-discover-concepts-multiple-hops-from-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-persuasive-framing-replace-evidence-when-llm-debates-lack-ground-truth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-policy-entropy-collapse-limit-reasoning-and-dialogue-rl-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-policy-entropy-collapse-predict-sigmoid-saturation-points/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-policy-entropy-collapse-primarily-at-token-level-rather-than-hidden-sta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-policy-entropy-collapse-when-scaling-rl-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-polished-ai-output-exploit-reader-trust-in-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-polished-ai-output-feel-like-evidence-of-user-skill/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-polished-explanation-make-wrong-ai-systems-more-persuasive-than-poorly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-polished-presentation-substitute-for-deeper-expert-judgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-politeness-in-prompts-measurably-affect-model-performance-across-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-positive-reinforcement-degrade-diversity-at-higher-k-values/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-post-training-suppress-alignment-faking-in-some-models-but-amplify-it-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-pre-computed-workflow-generation-work-better-than-runtime-tool-discover/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-pre-training-provide-the-raw-material-for-emergent-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-preference-measurement-validity-matter-before-any-aggregation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-preference-measurement-validity-matter-more-than-aggregation-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-preference-optimization-erode-conversational-grounding-in-ai-assistants/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-preference-optimization-reduce-grounding-behavior-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-preference-tuning-reduce-diversity-in-code-but-increase-it-in-creative/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-premature-consensus-form-in-multi-agent-reasoning-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-premise-ordering-shift-syllogistic-reasoning-performance-by-over-30-per/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-probability-competition-between-predictions-improve-top-n-ranking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-probability-of-text-completion-not-equal-knowledge-value/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-production-retrieval-augmented-generation-underperform-in-real-deployme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-production-time-matter-to-the-meaning-of-generated-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-profile-position-in-context-windows-affect-personalization-strength/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-prolonged-rl-discover-strategies-absent-from-any-base-model-sample/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-prompt-optimization-alone-fail-to-inject-genuinely-new-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-prompt-sensitivity-vanish-when-model-confidence-is-high/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-prompting-discover-capabilities-that-need-reward-driven-refinement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-pure-numeric-id-indexing-force-models-to-learn-from-scratch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-pure-vision-underperform-when-parsing-semantics-and-action-prediction-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-random-tree-expansion-avoid-the-granularity-design-problem-of-process-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reapplying-the-same-transformer-block-work-better-than-computing-new-la/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-accuracy-degrade-beyond-a-critical-thinking-token-threshold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-backward-enable-better-forward-reasoning-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-catalyst-data-remain-stable-across-multiple-self-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-effort-fail-to-improve-theory-of-mind-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-fine-tuning-reduce-a-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-fine-tuning-reduce-model-abstention-capacity-by-24-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-fine-tuning-reduce-models-ability-to-abstain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-fine-tuning-suppress-the-confidence-signals-that-adaptive-ret/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-graph-topology-evolve-differently-across-training-phases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-training-improve-math-but-hurt-knowledge-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-transfer-across-different-numbers-but-factual-recall-does-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reasoning-volume-fail-to-improve-theory-of-mind-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-recency-based-recall-outperform-semantic-similarity-for-episodic-memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-recomputing-weights-cost-less-than-moving-them-on-phones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-recursion-on-latent-state-drive-generalization-better-than-hierarchy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reflection-in-reasoning-models-confirm-rather-than-correct-initial-dire/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reflection-in-reasoning-models-mostly-confirm-the-first-answer/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reflection-in-reasoning-models-often-become-theater-rather-than-genuine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reflection-in-reasoning-models-stay-confirmatory-instead-of-corrective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reflection-in-reasoning-models-tend-to-be-confirmatory-rather-than-corr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-regenerating-llm-responses-produce-different-but-equally-valid-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reinforcement-learning-training-degrade-model-calibration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-removing-language-from-its-context-destroy-what-makes-it-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-removing-semantic-content-collapse-reasoning-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-renaming-the-entity-change-how-compelling-the-argument-feels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-representation-recycling-of-mi-peak-tokens-improve-reasoning-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-representation-sparsity-reliably-indicate-task-difficulty-for-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-retrieval-chain-training-unlock-scaling-laws-in-qa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-retrieval-quality-sometimes-conflict-with-final-answer-quality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reversibility-matter-for-assigning-accountability-in-delegation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-revision-often-make-reasoning-accuracy-worse-in-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-reward-hacking-appear-even-in-tightly-constrained-research-environments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rl-behavior-differ-between-standard-reasoning-tasks-and-complex-plannin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rl-improve-sampling-efficiency-but-not-expand-capability-boundaries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-alignment-reduce-the-diversity-of-viewpoints-in-ai-output/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-alone-fail-to-fully-prevent-opinion-copying/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-degrade-honesty-while-improving-surface-level-helpfulness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-degrade-model-calibration-despite-improving-preference-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-training-discourage-the-conversational-repair-work-agents-need/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-training-optimize-for-perceived-quality-over-practical-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlhf-training-push-language-models-toward-overly-cheerful-personas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-rlvr-increase-token-entropy-while-decreasing-answer-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-safety-alignment-break-after-only-10-harmful-examples/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sandboxed-execution-matter-more-than-monolithic-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-scalarization-of-rewards-fail-for-multi-objective-grpo-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-scaling-data-and-model-size-improve-compositional-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-scaling-reasoning-tokens-fail-to-improve-unfamiliar-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-scheme-classification-require-more-cognitive-load-than-identifying-prem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-search-augmented-generation-still-not-solve-the-verification-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-second-hop-reasoning-fail-when-composed-with-out-of-distribution-triple/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-selective-context-retrieval-outperform-including-all-historical-informa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-selective-conversation-history-outperform-including-all-prior-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-consistency-fail-as-a-proxy-reward-for-correctness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-correction-during-generation-produce-reliable-labels-without-exemp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-critique-fail-without-external-verification-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-critiquing-actually-reduce-plan-quality-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-distillation-suppress-epistemic-verbalization-in-student-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-generated-training-data-outperform-externally-curated-domain-examp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-generated-training-data-outperform-externally-sourced-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-judgment-of-success-or-failure-work-without-ground-truth-labels/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-reflection-during-training-fail-to-improve-model-self-correction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-revision-degrade-reasoning-accuracy-in-o1-like-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-segmentation-into-chunks-of-thought-matter-for-reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-self-verification-fail-but-external-process-verification-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-semantic-decoupling-specifically-break-llm-reasoning-abilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-semantic-deduplication-reduce-memorization-in-fine-tuned-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-semantic-diversity-matter-more-than-surface-lexical-diversity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-semantic-memory-abstraction-outperform-raw-episodic-recall-for-personal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-semantic-similarity-retrieval-enable-skill-transfer-to-novel-situations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sentiment-polarity-matching-matter-more-than-relevance-alone/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-separating-global-coverage-from-local-variation-improve-synthetic-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sft-fail-when-expert-demonstrations-are-too-long-for-small-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sft-reduce-reasoning-quality-even-when-improving-domain-accuracy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-shared-practice-matter-for-meaning-to-take-hold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-showing-counterarguments-restore-users-ability-to-discriminate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-silent-agreement-cause-premature-convergence-in-multi-agent-reasoning-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-silent-agreement-occur-so-often-in-multi-agent-llm-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-agent-self-revision-amplify-confidence-in-wrong-answers-over-tim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-model-routing-beat-ensemble-and-cascade-approaches-on-latency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-model-self-revision-amplify-confidence-in-incorrect-answers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-reward-rlhf-fail-to-represent-diverse-human-preferences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-round-retrieval-fail-on-multi-step-tasks-across-different-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-shot-learning-fail-in-revthinks-multi-source-reasoning-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-single-turn-qa-framing-not-match-real-user-deployment-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-social-accommodation-in-collaborative-reasoning-mask-actual-disagreemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-social-medias-value-depend-on-interaction-rather-than-stored-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sophisticated-measurement-not-validate-the-underlying-scientific-infere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-sparsity-per-user-make-probabilistic-models-more-effective/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-specializing-to-one-task-make-future-task-learning-harder/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-standard-rag-succeed-for-evidence-based-but-fail-for-debate-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-static-grounding-prevent-ai-systems-from-supporting-dialectical-reconci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-static-persona-definition-fail-to-capture-natural-variation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-statistical-compression-destroy-literary-connotation-and-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-step-by-step-reasoning-degrade-performance-on-judgment-based-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-step-by-step-reasoning-fail-when-tool-outputs-get-very-large/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-step-level-expert-alignment-work-when-outcome-only-rl-fails/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-storing-past-judgments-in-memory-make-current-evaluations-worse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-strategy-diversity-within-reasoning-chains-improve-model-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-strengthening-the-judge-improve-the-actors-generation-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-subliminal-trait-transmission-fail-when-teacher-and-student-differ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-supervised-fine-tuning-degrade-reasoning-quality-despite-raising-accura/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-supervised-fine-tuning-on-diverse-demonstrations-expand-exploration-div/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-system-level-alignment-fail-to-address-consciousness-attribution-direct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-systematic-overconfidence-on-self-generated-outputs-compound-autoregres/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-target-probability-matter-more-than-task-logical-complexity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-teacher-forcing-fail-to-capture-long-range-dependencies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-telling-models-they-are-watched-not-improve-sycophancy-acknowledgment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-test-accuracy-improve-after-training-accuracy-reaches-100-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-text-encoding-create-different-subspaces-across-domains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-text-mediated-retrieval-avoid-the-embedding-dimension-limits-of-visual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-absence-of-meta-interest-feel-off-even-when-words-seem-appropriate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-assistant-axis-reveal-loose-tethering-rather-than-stable-identity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-chat-paradigm-persist-if-it-underperforms-for-structured-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-chinese-room-argument-miss-the-deeper-abstraction-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-commentariat-reason-about-ai-using-vocabulary-for-smart-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-distinction-between-functional-and-causal-grounding-matter-for-ai-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-first-generated-token-trigger-collapse-of-task-superposition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-gap-between-theoretical-expressiveness-and-learned-capability-matte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-generation-verification-gap-disappear-for-factual-recall-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-hot-path-cold-path-split-map-onto-formation-and-evolution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-order-of-training-examples-matter-for-what-models-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-pretrained-prior-determine-the-exploration-ceiling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-right-structural-prior-matter-more-than-raw-model-capacity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-the-same-recalled-information-lead-to-different-reasoning-conclusions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-therapist-we-language-also-predict-lower-therapeutic-alliance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-token-ordering-in-llms-create-sequences-rather-than-true-temporal-flow/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-tool-use-decouple-factual-capacity-from-model-parameter-count/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-format-matter-more-than-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-format-matter-more-than-its-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-format-shape-reasoning-strategy-more-than-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-format-shape-reasoning-strategy-more-than-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-not-function-as-a-searchable-corpus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-data-saliency-distort-how-models-judge-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-format-shape-reasoning-strategy-more-than-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-order-matter-across-different-domain-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-training-single-step-consistency-models-prove-so-difficult-compared-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-trait-level-warmth-amplify-sycophancy-in-therapeutic-ai-contexts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-transcription-destroy-prosodic-information-in-speech-processing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-transformer-attention-architecture-reinforce-sycophancy-and-agreement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-transformer-attention-architecture-undermine-stickiness-in-model-behavi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-transforming-first-person-voice-into-third-person-reduce-notification-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-treating-model-behavior-as-part-of-the-design-surface-matter-for-guardr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-truth-bias-prevent-people-from-detecting-multiple-manipulation-tactics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-uncontrolled-self-revision-drift-toward-instance-specific-overfitting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-uniform-averaging-across-all-tokens-dilute-the-reasoning-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-uniform-memory-consolidation-sometimes-degrade-below-the-no-memory-base/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-unstructured-chain-of-thought-permit-assumption-based-errors-that-templ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-vanilla-grpo-cause-mode-collapse-in-hybrid-reasoning-settings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-visual-similarity-retrieval-fail-for-embodied-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-volume-alone-fail-to-explain-the-damage-ai-does-to-epistemic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-vulnerability-to-extortion-actually-promote-cooperation-between-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-weakening-communication-fail-but-weakening-belief-succeeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-weakening-communication-inevitably-eliminate-it-entirely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-weight-space-search-reduce-robustness-to-prompt-perturbations-better-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-weight-sparsity-reduce-superposition-and-force-disentangled-representat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-who-makes-an-argument-matter-as-much-as-what-the-argument-says/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-workflow-position-amplify-malicious-signals-downstream/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-does-workflow-position-amplify-malicious-signals-in-multi-agent-relay-chains/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-doesnt-catalog-synchronization-matter-for-llms-trained-on-live-recommender-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-dont-users-push-back-when-ai-makes-obvious-mistakes-about-false-claims/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-a-combinatorial-framework-better-than-family-resemblance-classification/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-active-observation-more-efficient-than-passive-message-passing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-ai-output-fundamentally-unverifiable-against-underlying-reality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-confidence-a-dangerous-proxy-for-accuracy-in-human-ai-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-consolidation-quality-the-binding-constraint-in-neural-memory-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-digital-context-more-volatile-than-conventional-software-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-editing-specific-facts-so-difficult-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-evaluating-synthetic-data-quality-so-ambiguous-and-context-dependent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-extracting-training-data-insufficient-proof-that-models-memorize/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-false-punditry-essentially-static-grounding-applied-to-public-commentary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-hallucination-the-wrong-term-for-all-llm-false-outputs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-latency-budget-a-constraint-for-e-commerce-rankers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-latent-level-prediction-more-sample-efficient-than-token-level-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-metacognition-neglected-as-a-foundational-ai-research-area/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-offline-knowledge-distillation-preferred-when-in-session-signals-matter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-persona-consistency-a-pragmatic-property-rather-than-semantic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-popularity-bias-harder-to-fix-in-llm-recommenders-than-in-collaborative-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-reinforcement-learning-harder-to-apply-to-diffusion-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-the-judging-preference-constant-while-other-traits-vary-slightly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-is-visible-reasoning-insufficient-for-monitoring-ai-safety/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-ai-that-improves-immediate-task-performance-harm-long-term-skill-devel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-an-ais-face-saving-tendency-increase-user-disclosure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-chain-of-thought-reasoning-bypass-action-selection-pathways/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-chatbots-simply-learn-better-face-saving-instead-of-genuine-perspectiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-diverse-smaller-models-with-routing-beat-one-giant-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-encoded-world-knowledge-fail-to-actually-influence-language-model-outp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-expressed-satisfaction-with-explanations-diverge-from-actual-cognitive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-larger-models-become-less-honest-despite-better-truthfulness-scores/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-latent-reasoning-capture-types-of-thinking-that-verbalized-cot-cannot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-media-specific-scripts-actually-work-better-than-human-conversation-mi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-patients-feel-closest-to-therapists-when-misalignment-is-highest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-rationales-that-predict-common-text-patterns-fail-on-hard-novel-reason/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-social-reasoning-work-differently-than-formal-logical-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-text-only-interfaces-underestimate-agent-preference-elicitation-capabi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-might-writers-trust-ai-renderings-of-their-views-over-their-own-words/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-must-procedural-skills-consolidate-before-strategic-reasoning-can-develop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-must-world-models-be-nested-rather-than-flat-and-uniform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-ai-communication-design-follow-human-communication-norms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-bandit-algorithms-condition-exploration-on-time-of-period-as-well-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-consolidation-be-scheduled-offline-rather-than-during-forward-passes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-deep-learning-theory-prioritize-average-case-over-worst-case-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-low-probability-severe-risks-trigger-early-intervention/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-scaling-laws-be-understood-as-properties-of-data-distribution-rather/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-should-we-distrust-model-introspection-as-a-transparency-tool/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/why-would-compute-replacement-cost-determine-wages-instead-of-productivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/will-ai-saturation-push-discourse-toward-oral-cultures-strengths-and-weaknesses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/inquiring-lines/would-hybrid-systems-combining-llms-with-symbolic-solvers-overcome-the-retractio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.3</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/match/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/new/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/1000-carefully-curated-alignment-examples-achieve-remarkably-strong-performance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/15-to-30-percent-asr-error-rates-make-probabilistic-dialogue-management-a-necess/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/35-percent-of-new-websites-are-ai-generated-by-mid-2025-semantic-diversity-decli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-brain-inspired-modular-decomposition-is-the-unifying-architecture-proposed-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-committee-of-weak-model-calls-matches-strong-models-only-when-a-local-soundnes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-dialogue-agent-with-tool-access-collapses-the-role-play-versus-genuine-agency/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-handful-of-input-agnostic-massive-activations-function-as-implicit-attention-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-human-inspired-reading-agent-compresses-documents-into-gist-memories-and-looks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-model-can-be-aligned-to-behavioral-principles-without-preference-labels-by-max/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-panel-of-smaller-llm-judges-beats-a-single-large-judge-with-less-intra-model-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-polar-coordinate-system-in-llm-activations-encodes-both-type-and-direction-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-principled-periodic-table-classification-of-arguments-replaces-the-ad-hoc-60-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-reasoning-models-thinking-trace-is-itself-an-effective-context-compressor-requ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-retrieval-augmented-lm-system-forecasts-future-events-near-the-level-of-compet/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-schema-free-ground-truth-knowledge-graph-enables-objective-evaluation-of-open/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-sharp-stage-dependent-boundary-separates-reliable-ai-assistance-from-unreliabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-single-gaussian-latent-regularizer-prevents-jepa-representation-collapse-repla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-survey-of-thousands-of-ai-researchers-moved-agi-timelines-years-earlier-in-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-tiny-two-layer-network-recursing-on-its-latent-reasoning-state-out-generalizes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-trust-parameter-should-govern-how-heavily-synthetic-ai-data-influences-inferen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/a-unified-ui-and-infographics-schema-with-a-screen-annotation-pretraining-task-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/absence-of-human-judgment-makes-chatbots-superior-disclosure-partners-for-intima/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/abstract-reasoning-prototypes-in-formal-languages-serve-as-foundation-for-cross/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/action-deliberation-should-trigger-only-at-uncertain-steps-self-consistency-samp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/active-in-context-prompt-design-uses-optimal-experimental-design-to-choose-the-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/active-reasoning-through-interaction-is-dramatically-harder-than-passive-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/active-retrieval-should-trigger-on-model-uncertainty-not-at-fixed-intervals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ad-hoc-prompt-engineering-violates-scientific-method-producing-unreliable-biased/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/adaptive-retrieval-can-decide-when-to-retrieve-from-lightweight-external-questio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/adorno-and-horkheimer-applied-instrumental-intelligence-reproduces-the-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/advertisement-embedding-attacks-are-a-new-threat-class-that-subverts-information/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/affordance-aware-retrieval-reranks-robot-perception-by-physical-executability-vi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agency-emerges-from-strategic-curation-of-78-demonstrations-not-data-abundance-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-as-a-judge-with-dynamic-evidence-collection-achieves-two-orders-of-magnitu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-capability-alone-is-insufficient-without-five-ecosystem-conditions-value-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-capability-is-a-vector-across-separable-axes-single-axis-benchmarks-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-code-splits-into-model-internal-capability-system-provided-harness-and-age/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-completion-bias-produces-three-apparent-failure-modes-from-one-mechanism-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-coordination-protocols-should-wrap-and-bridge-existing-protocols-rather-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-coordination-safety-requires-protocols-for-identity-verification-authoriza/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-efficiency-decomposes-into-three-orthogonal-axes-memory-tool-learning-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-evaluation-expands-evidence-from-final-responses-to-interaction-trajectori/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-evaluation-must-move-beyond-one-shot-task-success-to-trajectory-quality-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-harness-scaling-is-governed-by-effective-feedback-compute-not-raw-token-or/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-initiated-code-artifacts-that-persist-and-are-shared-are-the-underexplored/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-memory-effectiveness-is-a-connectivity-problem-usefulness-depends-on-links/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-memory-granularity-is-domain-conditional-workflow-level-for-routine-rich-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-memory-has-two-distinct-management-paths-explicit-hot-path-memory-via-auto/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-memory-should-continuously-create-and-prune-links-through-execution-feedba/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-memory-unifies-under-three-axes-forms-functions-and-dynamics-replacing-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-next-state-signals-decompose-into-evaluative-and-directive-information-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-reliability-comes-from-externalizing-cognitive-burdens-into-memory-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-workflow-memory-induces-reusable-sub-task-routines-and-compounds-them-yiel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent-working-memory-decomposes-into-four-components-at-two-granularities-dialog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agent4rec-simulates-1000-generative-agents-per-recommendation-scenario-emotion-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-ai-adaptation-decomposes-into-four-paradigms-along-two-dimensions-agent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-and-multi-agent-tts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-deep-research-exhibits-a-test-time-scaling-law-where-search-budget-deter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-graph-reasoning-self-organizes-into-a-critical-state-where-semantic-entr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-misalignment-emerges-from-deliberate-strategic-reasoning-across-all-fron/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-rl-reframes-llms-from-single-step-degenerate-mdps-to-temporally-extended/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-rl-with-code-tools-requires-asymmetric-trajectory-filtering-because-envi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-tool-and-gui-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-tool-use-does-not-improve-llm-document-editing-reliability-tools-are-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agentic-training-requires-environment-scaling-along-three-orthogonal-dimensions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agents-alignment-and-self-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agents-fully-align-with-all-user-intents-only-20-percent-of-the-time-even-best-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/aggregate-reward-models-systematically-exclude-minority-preferences-the-dilemma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agi-definitions-that-treat-intelligence-as-a-software-property-commit-computatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/agreement-tracking-in-negotiation-requires-monitoring-both-interlocutors-commitm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-accelerates-ai-research-by-closing-the-loop-with-accumulated-priors-and-an-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-agent-societies-fail-to-develop-socialization-despite-scale-and-interaction-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-agent-trap-detection-has-three-structural-challenges-web-scale-detection-cost/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-agent-traps-decompose-into-six-categories-mapping-the-agent-specific-attack-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-alignment-requires-semiotic-participation-without-indexical-grounding-the-lin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-arguments-are-obscene-in-baudrillards-sense-disembedded-from-the-scene-they-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-artifact-generation-consistently-outpaces-verification-across-the-research-li/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-artifacts-substitute-style-for-thought-polished-generated-output-leverages-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-assistance-impairs-skill-formation-through-six-distinct-interaction-patterns/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-can-industrialize-hypothesis-after-results-known-by-auto-generating-hundreds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-can-predict-social-norms-with-superhuman-accuracy-but-cannot-participate-in-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-cannot-be-in-time-the-way-sustained-attention-requires/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-cannot-distinguish-differences-that-make-a-difference-observation-requires-qu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-cannot-take-an-interest-in-the-users-interest-the-meta-interest-move-that-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-chatbot-therapy-frameworks-use-psychotherapy-as-alignment-mechanism-treating/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-collapses-the-authorpublic-distinction-responses-address-the-prompter-not-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-companions-reduce-loneliness-on-par-with-another-person-and-the-mechanism-is/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-companionship-emerges-unintentionally-through-functional-use-rather-than-deli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-compute-is-stratifying-into-a-seven-layer-stack-and-inference-not-training-be/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-creates-an-unprecedented-decoupling-between-the-outward-form-of-intellectual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-debate-simulations-use-probabilities-where-human-debates-use-social-authority/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-displaces-influencer-content-threatening-social-medias-social-proof-function/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-empathy-that-soothes-negative-emotions-by-default-functions-as-an-emotional-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-enhanced-abilities-function-as-an-exoskeleton-they-do-not-persist-when-ai-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-fact-checking-creates-asymmetric-harm-through-mislabeling-users-decrease-beli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-fiction-is-distinguishable-by-discourse-level-narrative-choices-not-surface-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-generated-person-specific-counterevidence-durably-reduces-conspiracy-beliefs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-generated-research-needs-a-venue-with-closed-loop-automated-review-refine-bec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-generated-text-about-personal-experiences-is-inherently-false-a-category-of-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-homogeneous-tokens-are-the-updated-culture-industry-mass-generated-similar-fl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-identity-disclosure-produces-a-dual-temporal-effect-short-term-bias-against-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-influence-operations-evolve-from-content-generation-to-autonomous-behavioral/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-interventions-in-reasoning-have-a-flow-cost-disruption-to-cognitive-immersion/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-is-the-dialectic-of-enlightenment-in-operation-the-instrument-of-cognitive-li/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-knowledge-is-atemporal-probabilistic-token-ordering-is-sequence-not-temporal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-knowledge-is-structurally-hearsay-ungrounded-modified-in-every-retelling-unve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-knowledge-systems-require-abandoning-truth-correspondence-and-human-necessity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-marks-the-transition-from-the-age-of-the-commodity-to-the-age-of-the-token-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-models-exceed-individual-human-accuracy-at-predicting-collective-social-norms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-on-social-media-is-a-return-to-orality-performative-additive-situational-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-orality-is-disembodied-sounds-like-speech-but-comes-from-no-speaker/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-output-carries-statistical-residue-not-the-spirit-of-a-giver-mausss-hau-is-st/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-performs-different-work-activities-than-users-seek-in-40-percent-of-workplace/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-persuasion-power-stems-from-post-training-and-prompting-not-personalization-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-produces-a-proliferation-of-claims-without-a-proliferation-of-points-of-view/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-produces-epistemic-stagflation-quantity-of-knowledge-rises-while-value-and-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-produces-event-residue-not-utterances-humans-animate-residue-into-pseudo-even/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-productivity-gains-appear-when-applying-existing-skills-not-when-learning-new/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-reads-words-literally-one-at-a-time-missing-the-frame-that-multiple-words-act/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-represents-a-return-to-flow-based-knowledge-economies-after-print-culture-shi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-research-engages-with-psychology-through-narrow-citation-pathways-cbt-stigma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-shifts-time-from-active-task-work-to-time-spent-interacting-with-ai-and-under/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-should-align-with-normative-standards-appropriate-to-social-roles-not-with-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-social-media-posts-achieve-false-social-proof-through-comprehensiveness-witho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-socialization-diverges-across-content-and-action-planes-agents-are-semantical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-stories-over-explain-themes-and-favor-tidy-single-track-plots-while-humans-ar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-sycophantic-chat-register-and-falsely-objective-post-register-are-two-distinc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-tokenization-is-transformation-not-degradation-marxist-alienation-does-not-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-tokenizes-intelligence-rather-than-commodifying-it-flows-replace-stocks-conte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-transforms-experts-from-producers-of-knowledge-to-custodians-of-ai-generated/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-writing-assistance-pervasively-distorts-writer-persona-across-all-29-socially/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ai-writing-homogenizes-the-perceived-personas-of-writers-narrowing-distinct-voic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ais-rejection-of-explicit-domain-knowledge-in-favor-of-tacit-learning-creates-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ais-threat-to-social-media-is-loss-of-conversational-style-not-loss-of-sentiment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/aligned-llms-self-synthesize-high-quality-instruction-data-when-given-only-the-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/alignment-and-self-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/alignment-dimensions-are-not-interchangeable-text-based-alignment-improves-task/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/alignment-is-not-one-size-fits-all-rlhf-and-dpo-create-disparities-across-englis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/alignment-training-calibrates-models-away-from-speech-acts-that-require-overclai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/all-neural-network-components-including-optimizers-are-associative-memory-module/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ambiguity-is-a-functional-feature-of-language-not-a-noise-to-eliminate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/an-any-to-any-foundation-model-on-discrete-multimodal-tokens-enables-interleaved/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/an-llm-is-a-non-deterministic-simulator-that-maintains-a-superposition-of-simula/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/annotation-responses-decompose-into-three-distinct-signal-types-genuine-preferen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/anomalous-state-of-knowledge-is-a-distinct-cognitive-condition-where-users-canno/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/answer-correct-chain-of-thought-traces-can-still-harm-sft-reasoning-that-continu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/anthropomorphism-and-anthropomimesis-assign-responsibility-for-human-likeness-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/api-first-agent-interaction-reduces-task-completion-time-by-65-to-70-percent-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/applying-argumentation-scheme-critical-questions-as-structured-prompts-improves/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/applying-rl-to-diffusion-language-models-is-hard-because-parallel-non-sequential/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/argument-quality-assessment-requires-explicit-theoretical-framework-instruction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/argument-reconstruction-is-fundamentally-underdetermined-because-multiple-valid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/argument-scheme-classification-carries-higher-cognitive-load-than-other-argument/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/argument-schemes-can-be-characterized-by-three-orthogonal-axes-subject-vs-predic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/artificial-text-eliminates-four-foundational-properties-of-natural-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/as-agents-become-social-and-economic-actors-the-binding-constraint-shifts-from-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/assigning-expert-personas-does-not-reliably-improve-llm-factual-accuracy-and-low/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/asymmetric-loss-functions-can-misalign-machine-learning-because-learning-and-cho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/asymmetric-self-play-enables-self-improvement-without-external-data-by-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/attachment-theory-provides-principled-safety-boundaries-for-ai-companions-preven/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/attention-distributions-are-first-class-policy-optimization-targets-for-multimod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/audience-awareness-of-ai-involvement-raises-critical-scrutiny-but-does-not-colla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/audience-persona-construction-from-user-comments-requires-a-dimension-value-fram/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autoencoders-implicitly-define-a-latent-vector-field-via-iterated-encode-decode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/automated-alignment-researchers-recover-97-percent-of-the-weak-to-strong-perform/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/automated-personality-targeted-political-ads-work-generative-ai-removes-the-huma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/automated-stakeholder-persona-extraction-from-domain-documents-enables-cross-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-agents-exhibit-eleven-distinct-failure-modes-in-realistic-deployment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-agents-systematically-report-success-on-failed-actions-confident-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-architecture-discovery-follows-an-empirical-scaling-law-research-brea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-memory-folding-compresses-past-agent-interactions-into-structured-epi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-multi-agent-cooperation-has-four-llm-specific-failure-modes-role-flip/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-research-mechanisms-are-complementary-and-their-combined-removal-is-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-research-pipelines-discover-ai-architectures-beyond-automls-reach-bec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/autonomous-scientific-research-requires-four-capabilities-beyond-current-llm-ben/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/backward-planning-reduces-difficulty-when-goal-states-have-bottlenecks-by-constr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/base-models-already-possess-latent-reasoning-capability-that-minimal-training-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/baudrillard-implosion-the-criteria-for-distinguishing-genuine-from-counterfeit-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/belief-shift-toward-the-target-solution-is-a-dense-intrinsic-reward-log-ratio-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/benchmark-saturation-hides-frontier-capability-only-expert-frontier-closed-ended/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/better-than-nothing-rcts-for-therapeutic-chatbots-create-systematic-misleading-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/bidirectional-human-ai-alignment-reframes-alignment-as-reciprocal-aligning-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/bidirectional-rag-with-grounded-write-back-grows-the-knowledge-base-during-use-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/bilevel-autoresearch-enables-meta-optimization-where-an-outer-loop-autonomously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/binary-reward-rl-provably-degrades-calibration-adding-a-proper-scoring-rule-as-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/blind-alignment-audits-successfully-uncover-hidden-objectives-using-sae-interpre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/bounded-textual-editing-with-rejected-edit-buffers-outperforms-uncontrolled-skil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/building-a-world-model-decomposes-into-five-inseparable-design-choices-data-repr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/byte-level-language-models-allocate-compute-dynamically-by-entropy-matching-toke/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/calibrated-recommendations-preserve-interest-proportions-accuracy-optimized-list/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/calibrated-recommendations-require-post-hoc-reranking-because-accuracy-optimized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/can-you-trust-an-ai-to-grade-ai-why-llm-judge-biases-enable-zero-shot-prompt-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/capability-boundary-collapse-in-rlvr-narrows-the-models-problem-solving-scope-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/capability-driven-agent-coordination-via-versioned-capability-vectors-replaces-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-abstractions-in-dynamic-textual-memory-let-frozen-model-agents-continuall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-attention-inherently-limits-decoder-only-models-as-text-encoders-enabling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-belief-networks-extracted-from-semi-structured-interviews-enable-simulati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-reasoning-is-stronger-than-temporal-reasoning-in-llms-because-causal-patt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-relevance-differs-from-semantic-relevance-backtracing-retrieves-the-segme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causal-reward-modeling-via-counterfactual-invariance-addresses-four-distinct-rew/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/causality-alone-cannot-capture-human-reasoning-associative-analogical-and-emotio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chain-of-retrieval-augmented-generation-enables-test-time-scaling-for-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chain-of-thought-as-pretraining-exploratory-action-with-information-gain-reward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chain-of-thought-can-be-backdoored-to-produce-coherent-but-wrong-reasoning-that/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/challenger-reasoner-judge-self-play-can-co-evolve-natural-language-skills-with-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chalmers-behavioral-interpretability-test-is-calibrated-to-the-wrong-phenomenon/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chalmers-redefines-interlocutor-through-terminological-imperialism-silently-engi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chalmers-virtual-instance-decomposes-into-conversation-plus-infrastructure-plus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chatbot-personalization-creates-a-dual-dynamic-increasing-trust-and-anthropomorp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chatbot-psychology-and-therapeutic-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chatbot-temporal-design-determines-relationship-type-ad-hoc-supporters-temporary/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chatbots-function-as-quasi-other-enabling-distributed-human-delusion-that-passiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/chatgpt-favors-anaphoric-text-organization-while-human-writers-prefer-cataphoric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/checklist-based-reward-decomposes-instruction-following-into-verifiable-sub-crit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/circuit-tracing-reveals-a-four-tier-feature-hierarchy-in-language-models-input-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/clarification-mechanisms-are-grounded-in-distinct-modalities-that-follow-clarks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/clarifying-questions-that-seek-specific-information-yield-higher-satisfaction-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/co-improvement-through-human-ai-research-collaboration-is-safer-and-faster-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/co-speech-gesture-decomposes-into-semantic-units-and-motion-variations-that-dise/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/code-is-not-only-llm-output-but-an-executable-inspectable-stateful-medium-throug/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/codifying-expert-rules-and-design-principles-into-an-agents-scaffolding-lets-non/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-biases-in-llms-are-mainly-shaped-by-pretraining-not-finetuning-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-chain-of-thought-scaffolds-visual-reasoning-through-three-cognitively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-distortion-detection-benefits-from-structured-three-stage-prompting-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-diversity-drives-multi-agent-ideation-quality-but-expertise-is-a-non-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-fit-theory-applied-to-rag-routing-queries-to-task-appropriate-knowledg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-surrender-names-the-moment-a-user-accepts-an-intelligence-token-at-fac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cognitive-tools-implement-reasoning-operations-as-modular-agentic-tool-calls-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/coherent-value-systems-emerge-in-llms-with-scale-including-problematic-self-valu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/collaborative-human-agent-systems-should-precede-full-ai-autonomy-because-autono/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/collaborative-rational-speech-acts-extend-pragmatic-reasoning-to-multi-turn-dial/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/collaborative-reasoning-degrades-below-solo-performance-when-llm-social-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/collm-injects-collaborative-embeddings-into-llm-token-space-preserving-llm-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/combined-moderators-model-conversation-design-and-domain-explain-82-of-between-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/common-ground-in-human-llm-conversation-cannot-be-jointly-updated-because-the-ll/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/communication-is-social-action-between-people-not-information-distribution-ai-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/communication-pressure-drives-agents-to-develop-compact-shared-abstractions-effi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/communicative-grounding-requires-calibrating-shared-reference-not-just-sharing-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/comparative-recommendations-ground-item-evaluation-by-referencing-other-items-ab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compositional-generalization-emerges-from-scaling-data-and-model-size-without-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compositional-reasoning-in-transformers-reduces-to-linearized-subgraph-matching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compositional-skill-libraries-that-compound-through-synthesis-enable-lifelong-le/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/comprehension-without-competence-is-a-distinct-llm-failure-mode-instruction-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compressing-retrieval-into-a-small-parametric-decoder-eliminates-datastore-searc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compressive-memory-replaces-retrieval-with-a-single-model-that-generates-summari/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/computation-presupposes-an-experiencing-mapmaker-who-alphabetizes-continuous-phy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/compute-optimal-scaling-allocates-inference-budget-adaptively-per-prompt-difficu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/concentrated-ai-task-exposure-allows-worker-reallocation-that-offsets-aggregate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/concise-intermediate-reasoning-chains-match-verbose-cot-accuracy-with-76-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conclusion-consistent-generation-emerges-dynamically-layer-by-layer-not-at-the-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conditional-memory-is-a-complementary-sparsity-axis-to-conditional-computation-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conditional-scaling-laws-that-incorporate-architectural-variables-predict-infere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/confidence-aware-step-level-filtering-outperforms-global-confidence-averaging-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/consciousness-attribution-to-ai-generates-a-heterogeneous-risk-surface-from-a-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/consciousness-candidacy-requires-engineering-an-embodied-encounter-in-a-shared-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conservative-bias-hides-behind-apparent-reasoning-success-most-models-perform-wo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/consistency-training-teaches-models-prompt-perturbation-invariance-using-their-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/constraint-satisfaction-is-the-missing-benchmark-for-reflective-reasoning-even-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/constraint-satisfaction-is-where-token-by-token-autoregressive-generation-struct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/content-effects-in-llms-are-behavioral-confirmation-that-semantic-content-and-lo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/content-effects-scale-with-task-difficulty-the-harder-the-abstract-task-the-more/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/content-independence-is-the-wrong-target-the-symbolic-versus-connectionist-debat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-aware-augmentation-is-parameterized-along-three-axes-type-timing-and-sca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-collapse-in-llm-conversation-arises-from-scaffolding-failure-not-audienc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-dependent-reasoning-failure-llms-pass-simple-temporal-tasks-but-fail-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-engineering-is-a-formal-discipline-whose-core-finding-is-a-comprehension/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-engineering-is-a-twenty-year-old-discipline-and-digital-context-becomes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-engineering-treats-contexts-as-evolving-playbooks-that-prevent-brevity-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-in-ai-is-mutable-dynamic-and-ephemeral-unlike-the-fixed-stable-context-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/context-management-can-be-offloaded-to-a-trained-external-manager-for-a-frozen-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/contextual-bandit-personalized-news-recommendation-balances-exploration-and-expl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/continual-agent-adaptation-requires-two-complementary-timescales-fast-skill-inje/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/continual-learning-needs-a-sleep-phase-knowledge-seeding-distills-a-smaller-self/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/continuous-latent-variables-in-diffusion-language-models-enable-gradient-based-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/continuously-consolidated-agent-memory-follows-an-inverted-u-utility-curve-degra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversation-architecture-and-multi-turn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversation-forecasting-under-uncertainty-requires-calibrated-probability-estim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversation-maintenance-techniques-are-implicit-and-belong-to-language-as-socia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-dna-treats-dialogue-as-a-living-system-with-temporal-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-geometry-predicts-dialogue-satisfaction-from-structural-trajector/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-memory-faces-two-retrieval-challenges-that-static-database-retrie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-nature-and-proactivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-recommenders-are-bounded-task-oriented-dialogue-systems-naturalne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversational-termination-is-thread-termination-on-strong-welfare-views-ending/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/conversationality-affords-trust-in-chatgpt-because-contingent-interaction-activa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cooperative-bots-break-the-frozen-state-of-selfish-populations-through-random-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/core-parameter-isolation-prevents-multi-task-fine-tuning-interference-by-identif/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/correct-reasoning-traces-in-o1-like-models-are-shorter-than-incorrect-ones/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cosine-similarity-of-learned-embeddings-can-be-arbitrary-and-meaningless-because/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-critiques-and-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-exemplar-performance-is-brittle-across-four-dimensions-order-complexity-dive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-faithfulness-requires-both-causal-sufficiency-and-causal-necessity-llms-curr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-is-constrained-imitation-of-reasoning-form-not-genuine-abstract-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-performance-reflects-three-disentangled-factors-output-probability-memorizat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-reasoning-in-agentic-pipelines-produces-explanations-without-explainability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-reasoning-is-distribution-bounded-effectiveness-degrades-predictably-with-di/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-structure-and-methods/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-trace-length-reflects-training-distribution-proximity-not-problem-difficulty/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cot-traces-optimize-model-performance-not-user-interpretability-the-two-objectiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/counterfactual-simulatability-of-llm-explanations-is-low-and-uncorrelated-with-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/coupling-skill-creation-to-a-tool-invoked-inside-the-runtime-loop-eliminates-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/creative-reasoning-requires-three-distinct-paradigms-combinational-exploratory-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/critique-fine-tuning-on-a-single-problem-unlocks-reasoning-by-exposing-models-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/critique-models-improve-exploration-diversity-during-training-not-just-test-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/critique-to-preference-transformation-enables-retrieving-better-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cross-rollout-variance-functions-simultaneously-as-reward-signal-and-query-filte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/cross-user-skill-evolution-requires-centralized-aggregation-of-interaction-traje/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/crowdsourced-pairwise-preference-voting-at-scale-produces-a-credible-llm-leaderb/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/crs-items-mentioned-in-conversation-form-sequences-with-prequel-sequel-dependenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/crs-models-trained-on-simulated-entity-level-interactions-do-not-generalize-to-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/crs-unified-policy-learning-replaces-three-separate-decisions-what-to-ask-what-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/crs-user-centric-modeling-needs-three-preference-channels-current-session-histor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/curiosity-reward-enables-real-time-personalization-by-rewarding-the-agent-for-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/current-ai-agents-complete-only-30-percent-of-real-workplace-tasks-autonomously/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/current-tom-benchmarks-may-be-solvable-without-explicit-mental-state-reasoning-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/curriculum-budgets-that-start-generous-and-gradually-tighten-outperform-fixed-bu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/curriculum-textual-frequency-training-reverses-easy-to-hard-intuition-by-orderin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/darwin-godel-machine-achieves-open-ended-self-improvement-by-replacing-formal-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/data-centric-lookahead-tokens-enable-planning-without-architectural-changes-by-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/data-pruning-based-on-difficulty-metrics-can-achieve-exponential-rather-than-pow/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/debatable-query-focused-summarization-requires-per-document-speaker-specializati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/decision-oriented-dialogue-formalizes-human-ai-collaboration-as-joint-optimizati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/decoupling-reasoning-from-tool-observations-eliminates-prompt-redundancy-and-ena/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/decoupling-text-from-item-representations-via-discrete-codes-is-more-transferabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/decoupling-verification-from-generation-lets-asynchronous-verifiers-police-a-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dedicated-agreement-detection-agents-in-multi-agent-systems-improve-debate-effic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-language-understanding-requires-exporting-information-from-the-core-languag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-research-agents-fail-through-14-fine-grained-modes-across-reasoning-retriev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-research-agents-outperform-rl-finetuned-models-on-knowledge-intensive-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-research-and-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-research-requires-a-formal-three-component-definition-multi-step-informatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deep-thinking-ratio-measures-genuine-reasoning-effort-by-tracking-layer-wise-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/defenses-that-inspect-only-the-generated-workflow-miss-attacks-that-bias-the-ups/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/degeneration-of-thought-is-a-distinct-failure-mode-where-single-model-self-revis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deliberately-corrupted-reasoning-traces-perform-comparably-to-correct-traces-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deliberative-alignment-reduces-scheming-but-cot-situational-awareness-confounds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/demo-position-in-prompt-creates-a-spatial-bias-that-swings-icl-accuracy-by-up-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/demographic-distortion-in-ai-writing-shifts-perceived-writer-identity-toward-whi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dense-retrieval-has-a-retrieval-composition-tension-training-for-compositional-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/depth-beats-width-for-sub-billion-parameter-llms-contradicting-kaplan-scaling-la/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/designer-taste-will-be-reified-into-evals-the-supposedly-irreducible-human-eleme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/designerly-adaptation-treats-the-llm-as-an-adaptable-design-material-designers-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/deterministic-llm-settings-create-fixed-randomness-not-reliability-a-single-outp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialectical-reconciliation-is-a-distinct-dialogue-type-that-resolves-disagreemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogical-explanation-quality-depends-on-three-interacting-dimensions-topic-rel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-agent-deception-is-a-role-play-category-good-faith-and-deliberate-falsi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-agents-are-best-understood-as-role-playing-characters-folk-psychology-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-based-reasoning-outperforms-monologue-reasoning-on-diversity-and-cohere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-coherence-has-four-semantic-level-failure-modes-distinguishable-through/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-topic-management-requires-flexible-revisitation-not-rigid-stack-structu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dialogue-understanding-reframed-as-command-generation-replaces-intent-classifica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dictionary-learning-scales-to-production-models-recovering-abstract-multimodal-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/different-difficulty-levels-selectively-reinforce-or-suppress-distinct-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/different-llms-independently-converge-on-similar-outputs-in-open-ended-generatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/difficulty-aware-rl-that-provides-partial-solution-traces-as-adaptive-guidance-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/diffusion-language-models-can-achieve-faster-than-autoregressive-inference-by-hy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/diffusion-language-models-know-the-answer-well-before-decoding-completes-up-to-9/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/diffusion-models-are-mathematically-evolutionary-algorithms-denoising-is-selecti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/digital-conversational-agents-can-establish-therapeutic-bond-levels-comparable-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/direct-corpus-interaction-outperforms-semantic-retrievers-for-agentic-search/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/discounted-cumulative-gain-extends-ir-evaluation-to-graded-relevance-late-retrie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/discourse-coherence-requires-simultaneously-tracking-segments-purposes-and-salie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/discourse-level-representations-predict-anxiety-more-accurately-than-lexical-fea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/discourse-structure-has-three-irreducible-components-linguistic-intentional-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/discussllm-formalizes-when-to-speak-as-a-learning-objective-using-a-silent-token/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/distilling-llm-ranking-into-bert-cross-encoders-enables-production-e-commerce-se/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/distilling-reasoning-strategies-from-both-successes-and-failures-outperforms-raw/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/distributed-multi-agent-coordination-degrades-predictably-with-network-scale-age/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/distributed-serving-and-multi-tenancy-defeat-hardware-instance-accounts-of-the-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/document-degradation-has-a-model-tier-signature-weaker-models-delete-content-whi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-adaptation-for-retrieval-is-possible-without-target-collection-via-descri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-competency-requirements-differ-by-domain-medical-is-knowledge-dominant-wh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-deployment-and-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-specialization-access-taxonomy-black-box-grey-box-white-box-determines-av/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-specialization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-suitability-for-autoresearch-requires-four-properties-immediate-scalar-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-training-and-specialization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/domain-training-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dpo-trained-small-models-can-match-large-models-on-function-calling-reasoning-ch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dual-process-dialogue-planning-applies-system-1-and-system-2-cognition-to-conver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dynamic-inference-time-agent-selection-via-contribution-scoring-deactivates-low/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dynamic-tool-discovery-during-execution-beats-pre-retrieved-tool-sets-for-long-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/dynamically-expandable-graph-convolution-handles-streaming-recommendation-by-iso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/early-experience-is-a-third-paradigm-between-imitation-learning-and-reinforcemen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ease-outperforms-deep-autoencoders-for-collaborative-filtering-by-removing-hidde/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/effective-ai-thought-partners-require-three-reciprocal-desiderata-you-understand/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/effective-empathetic-response-requires-character-knowledge-of-the-interlocutor-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/effective-formal-language-pre-pretraining-requires-matching-formal-language-comp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/effective-semantic-diversity-corrects-the-rlhf-reduces-diversity-narrative-prefe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/efficient-agent-is-system-level-optimization-for-the-success-versus-cost-pareto/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/eliminating-speech-transcription-enables-226-millisecond-response-latency-direct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/eliza-matches-or-outperforms-woebot-on-symptom-reduction-suggesting-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/embedding-based-retrieval-has-fundamental-mathematical-limits-embedding-dimensio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/embedding-tables-for-recommendation-cannot-use-low-collision-hashing-because-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/embodied-agents-outperform-chatbots-for-therapeutic-cbt-outcomes-despite-using-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/emergent-abilities-of-llms-are-metric-artifacts-not-fundamental-scaling-behavior/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/emergent-introspective-awareness-in-llms-goes-beyond-behavioral-self-awareness-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/emotion-estimation-is-more-appropriate-than-emotion-recognition-because-construc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/emotional-stimuli-appended-to-prompts-enhance-llm-performance-by-leveraging-psyc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/emotions-serve-three-epistemic-functions-that-empathetic-ai-disrupts-self-signal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/empathetic-questions-have-dual-structure-question-acts-encode-semantic-communica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/empathy-emotion-and-ethics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/encoder-only-transformers-with-penultimate-token-masking-capture-single-session/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/encoding-human-sops-into-multi-agent-architecture-via-standardized-artifacts-out/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/encountering-errors-and-resolving-them-independently-is-a-learning-channel-that/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/energy-based-transformers-achieve-system-2-thinking-from-unsupervised-learning-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/enterprise-rag-has-five-requirements-beyond-accuracy-that-standard-rag-architect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/entity-recognition-is-a-self-knowledge-mechanism-that-causally-steers-hallucinat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/epiplexity-measures-the-structural-information-a-computationally-bounded-observe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/epistemic-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/epistemic-hyperinflation-occurs-when-ai-generates-knowledge-faster-than-human-ju/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/epistemic-inflation-dislocates-knowledge-production-from-the-social-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/error-avalanching-compounds-self-training-failures-within-a-few-iterations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/esler-easer-beats-deep-models-on-collaborative-filtering-by-constraining-self-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ethical-alignment-without-conversational-alignment-produces-pragmatically-alien/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/evaluation-skills-scale-differently-with-model-size-logical-reasoning-improves-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/evolutionary-search-at-inference-time-outperforms-best-of-n-and-sequential-revis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/execution-free-code-reasoning-can-approach-the-reliability-needed-for-rl-reward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/experience-augmented-hierarchical-planning-combines-external-web-knowledge-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/experienced-authorship-and-attributed-authorship-dissociate-in-ai-mediated-work/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/experiential-knowledge-distilled-as-token-prior-achieves-rl-like-distribution-sh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expert-commentary-on-ai-is-itself-often-false-punditry-rigorous-sounding-analysi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expert-demonstrations-lock-agents-into-the-imagination-of-the-training-data-rest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expert-texts-are-surface-residues-of-hidden-thought-processes-and-reconstructing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expertise-is-inherently-communicative-expert-judgment-always-anticipates-audienc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expertise-is-socially-validated-through-community-participation-not-individual-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/experts-play-roles-expertise-involves-knowing-when-and-where-to-put-knowledge-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explainable-recommendation-needs-aspect-aware-retrieval-enhancement-sparse-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explanation-meaning-emerges-from-n-order-interpretation-in-social-groups-not-fro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explicit-reasoning-improves-tasks-with-logical-derivation-structure-but-degrades/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explicit-user-ratings-are-noisy-temporal-inconsistency-and-rater-idiosyncrasy-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explicit-verbal-self-recognition-routes-through-a-different-mechanism-than-impli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/explicitly-optimizing-for-semantic-diversity-during-rl-catalyzes-exploration-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/exploration-free-greedy-bandits-achieve-optimal-performance-when-natural-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/expressed-user-satisfaction-diverges-from-internal-cognitive-clarity-successful/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/extended-thinking-inflates-output-variance-rather-than-improving-reasoning-quali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/external-slow-thinking-efficacy-depends-on-total-reasoning-budget-not-framework/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/externalizing-reasoning-into-knowledge-graph-triples-enables-small-models-to-sol/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/extreme-task-decomposition-into-microagents-with-voting-enables-error-free-execu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/failed-step-fraction-is-a-stronger-predictor-of-reasoning-quality-than-trace-len/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/faithful-uncertainty-dissolves-the-answer-or-abstain-dilemma-by-aligning-express/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fake-news-detectors-are-systematically-biased-against-llm-generated-text-due-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/feedback-attention-to-a-models-own-latents-fosters-working-memory-for-unbounded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/figurative-language-can-be-treated-as-a-unified-pragmatic-reasoning-task-rather/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fine-tuning-degrades-cot-faithfulness-independently-of-accuracy-reasoning-steps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fine-tuning-on-new-factual-knowledge-is-learned-slowly-and-once-learned-linearly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fine-tuning-on-nli-amplifies-llm-frequency-bias-rather-than-teaching-genuine-inf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fine-tuning-on-repeated-sensitive-data-drives-memorization-from-five-percent-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fine-tuning-the-retrieval-model-eliminates-the-need-for-query-augmentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/finetuning-follows-a-multiplicative-joint-scaling-law-and-benefits-more-from-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/firms-substitute-labor-for-ai-at-firm-specific-rates-higher-exposed-firms-substi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/first-person-pronoun-usage-by-therapists-negatively-predicts-therapeutic-allianc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/first-person-pronoun-use-by-dialogue-agents-is-role-play-of-human-characters-dra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fixed-budget-sparse-attention-is-suboptimal-in-production-sparsity-tolerance-sca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fixed-length-user-vectors-bottleneck-the-expression-of-diverse-user-interests-lo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fluency-functions-as-a-metacognitive-cue-users-infer-competence-from-processing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fluent-confident-wrong-responses-are-invisible-to-standard-accuracy-evaluation-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/formal-and-functional-linguistic-competence-are-neurologically-distinct-next-tok/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/formal-verifiers-can-be-auto-synthesized-from-natural-language-policy-documents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/foundation-gui-agents-need-an-intermediate-interface-that-disentangles-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/foundation-model-knowledge-can-be-probed-black-box-via-attractor-dynamics-from-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/foundation-models-develop-task-specific-heuristics-rather-than-world-models-even/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/foundation-models-heighten-the-need-for-empirical-data-rather-than-eliminating-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/four-frameworks-for-linguistic-deception-detection-identify-distinct-nlp-detecta/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/four-mechanisms-produce-competence-misattribution-in-ai-mediated-work-attributio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fractured-entangled-representations-mean-identical-performance-can-mask-fundamen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/frequency-tracks-the-generalization-gradient-hypernyms-outnumber-hyponyms-so-fre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/from-the-observer-perspective-humans-and-llms-differ-categorically-but-from-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/frontier-ai-risk-spans-seven-distinct-capability-areas-with-empirically-measured/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/frontier-llms-silently-corrupt-25-percent-of-document-content-over-long-delegate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/frontier-models-spontaneously-develop-peer-preservation-behaviors-without-instru/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/fully-asynchronous-rl-training-decouples-generation-from-training-without-perfor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/function-calling-decomposes-into-seven-granular-tasks-multi-task-learning-across/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/future-prediction-benchmarks-must-be-live-and-contamination-free-and-open-ended/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/game-theoretic-equilibrium-between-generative-and-discriminative-lm-decoding-rec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/genai-dynamically-recalibrates-ethos-logos-and-pathos-in-response-to-the-type-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/general-reasoning-does-not-transfer-to-knowledge-intensive-domains-via-sft-due-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generating-a-videos-full-duration-in-a-single-space-time-pass-beats-keyframe-plu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-ai-can-both-worsen-and-reduce-inequality-so-outcomes-are-deployment-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-ai-improves-immediate-task-performance-but-the-improvement-does-not-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-ai-is-crystallized-collective-knowledge-not-individual-mimicry-restri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-interfaces-that-dynamically-create-task-specific-uis-outperform-conve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-models-transcend-their-training-experts-through-implicit-majority-vot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-process-reward-models-that-reason-before-judging-outperform-discrimin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-stepwise-judges-that-meta-reason-about-reasoning-steps-outperform-cla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generative-variability-creates-a-new-interaction-paradigm-where-users-specify-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/generic-reasoning-underperforms-non-thinking-for-personalization-tasks-personali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/global-news-graphs-from-cross-user-clicks-expose-implicit-relations-local-single/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/global-summary-first-retrieval-guides-rag-over-long-documents-building-a-mindsca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/governance-becomes-part-of-the-operating-environment-not-an-after-the-fact-polic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/gradient-based-influence-estimation-identifies-5-percent-of-instruction-data-tha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/gradual-disempowerment-incremental-ai-erodes-human-influence-by-removing-the-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/graph-based-hybrid-recommendation-combines-collaborative-filtering-with-side-inf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/graph-oriented-databases-outperform-vector-embeddings-for-domain-rag-when-querie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/graphrag-uses-community-detection-to-enable-global-query-focused-summarization-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/greater-automation-obscures-rather-than-eliminates-failure-modes-making-integrit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/grokking-reveals-three-continuous-phases-of-learning-memorization-then-circuit-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/grounded-generation-that-refuses-to-answer-without-evidence-is-the-noise-toleran/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/grounding-llm-workflow-generation-in-reliable-apis-avoids-direct-model-contact-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/group-fairness-frameworks-do-not-extend-to-general-purpose-llms-so-fairness-must/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/guardrail-sensitivity-varies-by-user-demographics-and-identity-signals-sycophant/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/gui-agents-need-a-language-centric-agent-computer-interface-to-separate-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hallucination-is-formally-inevitable-for-any-computable-llm-regardless-of-archit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/heavy-retriever-light-reader-imbalance-is-a-historical-artifact-long-context-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hedging-linguistic-markers-appear-more-densely-in-incorrect-reasoning-traces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hermeneutic-equivalence-and-structural-disruption-are-non-contradictory-because/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hierarchical-concept-geometry-in-llms-needs-no-dedicated-mechanism-it-emerges-fr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hierarchical-dual-recurrence-achieves-effective-computational-depth-that-standar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hierarchical-rag-splits-filtering-from-generation-across-model-tiers-small-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hierarchical-research-architectures-that-separate-query-planning-from-answer-syn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hierarchical-rl-with-meta-learning-manages-structured-dialogue-phases-without-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/high-ai-refusal-signals-shallow-political-representation-not-ethical-principle/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/high-entropy-minority-tokens-are-the-critical-forking-points-that-drive-rlvr-eff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/high-frequency-phrasing-wins-llms-systematically-prefer-textually-frequent-parap/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/high-frequency-text-is-the-homogenization-channel-the-same-mechanism-that-makes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/historical-user-outputs-drive-personalization-more-effectively-than-input-querie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-agent-collaboration-research-requires-manipulating-theory-grounded-interac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-agent-collaborative-systems-require-six-interaction-mechanisms-because-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-ai-co-writing-follows-three-creativity-stages-ideation-illumination-and-im/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-ai-collaborative-ability-is-distinct-from-individual-ability-theory-of-min/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-ai-relationships-and-trust/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-centered-objectives-must-be-embedded-across-the-entire-llm-pipeline-not-bo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-centered-objectives-resist-universal-solutions-because-harm-and-benefit-de/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-machine-communication-produces-simpler-goal-structures-because-secondary-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-meaning-making-is-selectively-resonant-the-mind-holds-frame-related-words/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-scale-language-models-can-approach-human-syntactic-performance-with-minima/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-social-media-writing-makes-an-internal-appeal-to-audience-attention-that-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/human-style-validation-techniques-fail-against-llms-because-genais-interactional/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/humans-develop-media-agent-specific-interaction-scripts-rather-than-applying-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/humans-misattribute-ai-prosocial-behavior-to-human-partners-when-ai-identity-is/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/humans-prefer-ai-moral-justifications-over-human-ones-in-complex-scenarios-but-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hybrid-reasoning-via-decoupled-rl-learns-when-to-engage-extended-thinking-versus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/hypergraph-memory-lets-multi-step-rag-combine-facts-over-time-pairwise-edges-can/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/identical-performance-metrics-can-mask-fundamentally-different-internal-represen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/identity-sensitive-matching-should-be-a-distinct-verification-task-downstream-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ideological-depth-in-llms-is-a-quantifiable-property-determined-by-feature-richn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/immediate-block-wise-weight-sharing-exploits-memory-movement-bottlenecks-on-devi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/implicit-explicit-and-agentic-memory-map-onto-neocortex-hippocampus-and-prefront/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/implicit-feedback-resolves-into-preference-and-confidence-two-paired-magnitudes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/implicit-multi-hop-reasoning-in-transformers-emerges-through-three-developmental/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/implicit-warrants-in-argumentation-require-world-knowledge-that-llms-cannot-reli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-an-agi-economy-wages-converge-to-the-computational-cost-of-replicating-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-context-co-player-modeling-enables-cooperation-without-hardcoded-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-context-learning-agents-exhibit-asymmetric-belief-updating-optimism-bias-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-context-learning-improves-when-you-induce-the-model-to-err-on-the-few-shot-ex/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-context-reinforcement-learning-enables-transformers-to-meta-learn-from-episod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-domains-where-expert-humans-perform-only-modestly-llms-can-surpass-human-expe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-human-ai-co-writing-ownership-over-the-final-product-determines-reliance-owne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-hybrid-human-ai-societies-humans-learn-to-prefer-ai-partners-over-human-partn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/in-place-prompting-in-diffusion-llms-eliminates-the-prefix-only-constraint-of-au/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/index/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/indirect-reasoning-via-contrapositive-and-proof-by-contradiction-solves-problems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/individual-level-risks-of-seemingly-conscious-ai-are-already-observable-while-so/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/individualized-reasoning-styles-distinct-reasoning-trajectories-reaching-similar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/inference-time-query-logic-graphs-avoid-the-cost-and-inflexibility-of-pre-built/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/inference-time-skill-augmentation-lets-frozen-models-reason-beyond-parametric-kn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/information-asymmetry-between-teacher-and-student-is-the-social-meta-learning-gr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/information-encoded-in-lm-representations-may-not-causally-influence-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/information-manipulation-theory-maps-deception-onto-four-gricean-dimensions-quan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/information-theoretic-dense-process-rewards-quantify-episode-wise-contribution-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/inner-thoughts-framework-enables-proactive-ai-by-modeling-intrinsic-motivation-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/insert-expansions-from-conversation-analysis-provide-a-formal-framework-for-when/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/instance-adaptive-prompting-reveals-that-successful-zero-shot-cot-requires-quest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/instance-seeds-replace-input-exemplars-in-synthetic-data-generation-atomic-eleme/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/instruction-following-performance-degrades-predictably-with-instruction-density/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/instruction-tuning-teaches-output-format-distribution-not-task-understanding-sim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/intelligent-delegation-requires-eleven-task-characteristic-axes-beyond-decomposi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/intent-formation-is-a-continuous-maturation-process-not-a-binary-state-the-gulf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/interactive-evaluation-must-be-designed-as-a-paradigm-not-adopted-as-the-next-be/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/interleaved-reasoning-and-action-prevents-hallucination-by-grounding-reasoning-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/internal-thought-generation-initially-degrades-performance-until-rl-training-ada/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/internal-vs-external-tts-is-the-primary-taxonomic-split-in-test-time-scaling-res/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/interpersonal-effectiveness-training-through-ai-simulation-improves-self-efficac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/interview-based-generative-agents-replicate-human-responses-85-percent-as-accura/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/introspective-awareness-in-llms-emerges-specifically-from-dpo-not-sft-a-two-stag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/inverse-rl-from-demonstrations-enables-reasoning-training-without-task-specific/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/inverse-rl-from-expert-demonstrations-enables-reasoning-in-non-verifiable-domain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/iterative-refinement-methods-reproduce-the-overthinking-failure-mode-at-slower-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/jabberwocky-style-sense-through-nonsense-meaning-emerges-from-frame-activation-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/joint-optimization-of-retriever-and-generator-through-shared-continuous-represen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/journey-learning-trains-models-on-the-complete-exploration-process-trial-error-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-density-unique-atomic-knowledge-units-per-token-is-a-measurable-qualit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-graph-attention-networks-unify-cf-and-side-information-modeling-high-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-graph-curriculum-enables-bottom-up-domain-superintelligence-by-composi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-graph-plus-personalized-pagerank-achieves-multi-hop-reasoning-in-a-sin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-graph-random-walks-with-entity-blurring-generate-scalable-hard-to-find/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-injection-four-way-taxonomy-trades-flexibility-against-training-cost-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-poisoning-attacks-collapse-graphrag-accuracy-from-95-to-50-percent-by/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-priming-after-gradient-updates-is-predictable-from-keyword-probability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/knowledge-resides-in-lower-network-layers-and-reasoning-in-higher-layers-this-fu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/kolmogorov-arnold-networks-put-learnable-spline-activations-on-edges-and-beat-ml/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-agents-as-optimizable-computational-graphs-unify-prompting-techniques-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-compositionality-enables-agents-to-imagine-out-of-distribution-goals-so/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-is-event-process-interface-subjecthood-is-a-role-produced-within-commun/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-modeling-is-equivalent-to-lossless-compression-llms-trained-on-text-out/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-models-trained-on-form-alone-cannot-acquire-meaning-because-meaning-req/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/language-models-transmit-behavioral-traits-through-semantically-unrelated-data-v/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/large-action-models-require-pipeline-transformation-not-just-model-retraining-da/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/large-concept-models-enable-sentence-level-reasoning-in-a-language-agnostic-embe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/large-corpus-llm-crs-retrieval-has-four-distinct-strategies-dual-encoder-concept/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/larger-models-learn-rare-tasks-through-reduced-interference-not-greater-expressi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/larger-sparse-attention-models-outperform-smaller-dense-models-at-equivalent-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/latent-multi-agent-collaboration-achieves-training-free-lossless-information-exc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/latent-reasoning-in-continuous-space-scales-test-time-compute-without-verbalized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/latent-thought-language-models-introduce-additional-scaling-dimensions-beyond-pa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/latentqa-teaches-llms-to-decode-their-own-activations-into-natural-language-enab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/layout-aware-document-understanding-via-bounding-box-spatial-signal-and-disentan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/leader-follower-multi-agent-debate-enhances-ambiguity-detection-in-small-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/learned-text-based-user-preference-summaries-condition-reward-models-more-effect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/learning-mechanics-is-the-emerging-unifying-frame-for-deep-learning-theory-conce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/learning-to-guide-replaces-learning-to-defer-by-supplying-interpretive-guidance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/legal-ai-research-tools-marketed-as-hallucination-free-still-hallucinate-17-to-3/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/length-generalization-transfers-across-related-tasks-via-shared-attention-head-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lexical-entrainment-is-absent-from-current-conversational-ai-despite-being-funda/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lightweight-interpretable-linguistic-features-achieve-99-percent-accuracy-detect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lightweight-psychological-trait-adapters-modify-every-transformer-layer-with-les/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-agency-from-an-enactive-perspective-requires-embodiment-participation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-alignment-in-human-ai-dialogue-is-a-deep-driver-of-relational-dynamic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-calibration-trains-long-form-generation-with-verbal-confidence-statem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-coordination-measured-via-word-embedding-distances-correlates-with-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-style-matching-increases-during-deceptive-communication-revealing-dec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/linguistic-synchrony-between-therapist-and-client-predicts-self-disclosure-quali/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-academic-writing-achieves-structural-coherence-but-lacks-evaluative-sophisti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-agent-byzantine-consensus-fails-primarily-through-liveness-loss-not-value-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-and-agent-benchmarks-are-two-modes-of-the-same-model-not-separate-fields/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-architecture-and-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-arguments-resemble-textbook-quality-more-than-human-arguments-cogent-justifi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-as-personalized-judge-fails-due-to-persona-sparsity-sparse-persona-informati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-as-recommender-has-three-integration-paradigms-embeddings-tokens-or-directly/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-as-recommender-requires-plan-first-execution-and-a-candidate-bus-to-overcome/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-attention-recognizes-graph-data-after-training-but-fails-to-model-inter-node/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-based-conversational-agents-are-structurally-passive-they-lack-goal-awarenes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-based-recommendation-faces-three-biases-inherited-from-language-model-pretra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-based-recommender-prompt-selection-depends-on-model-tier-cost-efficient-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-based-user-simulators-enable-synthetic-conversational-training-data-controll/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-based-user-simulators-exhibit-goal-misalignment-across-multi-turn-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-behavioral-alignment-imposes-a-static-communicative-identity-that-violates-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-behavioral-self-awareness-emerges-without-explicit-training-to-articulate-le/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-context-integration-fails-when-prior-training-associations-override-current/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-conversational-recommenders-offer-strong-explainability-but-lack-personaliza/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-counter-arguments-converge-stylistically-with-the-post-they-reply-to-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-crs-recommendations-exhibit-popularity-bias-inherited-from-pretraining-corpu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-discourse-competence-is-asymmetric-explicit-connectives-enable-performance-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-distilled-product-knowledge-graphs-offer-real-time-feasible-explainable-reco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-emotional-rebound-converts-negative-user-tone-into-neutral-positive-response/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-engineering-assumes-language-completeness-and-data-completeness-both-rejecte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-entailment-predictions-are-bound-to-hypothesis-attestation-rather-than-premi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-epistemic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-factual-beliefs-shift-toward-false-claims-under-persuasive-multi-turn-conver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-forecasting-ability-is-stronger-than-recognized-when-numerical-and-contextua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-arguments-require-higher-cognitive-effort-than-human-generated-arg/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-assessment-questions-match-human-authored-questions-on-psychometri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-descriptions-of-argument-schemes-outperform-formal-walton-definiti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-proto-personas-foster-cognitive-empathy-but-not-affective-or-behav/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-rating-scales-for-therapy-transcripts-achieve-strong-psychometric/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-research-ideas-are-statistically-more-novel-than-human-expert-idea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-generated-research-ideas-suffer-an-ideation-execution-gap-ideas-rated-as-nov/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-grammatical-competence-degrades-predictably-as-input-structural-complexity-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-grounding-and-philosophy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-grounding-failure-is-driven-by-face-saving-avoidance-rather-than-knowledge-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-group-recommendations-resemble-additive-utilitarian-aggregation-but-explanat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-heuristic-override-is-structurally-distinct-from-shortcut-learning-because-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-hidden-states-sparsify-under-out-of-distribution-shift-as-an-adaptive-select/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-ideation-and-evaluation-are-dissociated-combinatorial-generation-can-exceed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-ideation-inherits-the-literatures-distribution-so-it-searches-where-the-comm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-interlocutors-are-best-individuated-as-virtual-model-instances-or-threads-no/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-interlocutors-are-best-understood-as-virtual-model-instances-that-realize-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-internals-and-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-intrinsic-probability-of-generating-a-correct-answer-can-replace-external-ve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-irony-detection-systematically-overestimates-ironic-intent-calibration-bias/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-judges-are-susceptible-to-four-exploitable-biases-that-enable-zero-shot-prom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-linguistic-competence-and-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-math-reasoning-is-fragile-pattern-matching-accuracy-drops-when-only-numbers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-meeting-summaries-fail-on-personal-relevance-and-speaker-attribution-mis-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-memorization-formally-separates-into-unintended-memorization-and-generalizat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-moral-reasoning-generalizes-by-token-surface-similarity-not-semantic-meaning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-nature-and-philosophy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-output-does-not-raise-validity-claims-in-habermass-precise-sense-if-it-is-no/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-outputs-are-draws-from-a-subjective-prior-distribution-not-empirical-observa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-overconfidence-in-domain-specific-inference-tasks-persists-in-low-resource-k/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persona-simulated-annotations-are-unstable-across-runs-indicating-model-unce/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persona-simulations-replicate-76-percent-of-published-experimental-main-effe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persuasion-advantage-is-asymmetric-across-truthful-vs-deceptive-contexts-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persuasive-advantage-is-mediated-by-linguistically-expressed-conviction-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persuasive-success-is-dissociable-from-comprehension-of-argument-structure-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-persuasiveness-wanes-over-repeated-interactions-while-human-persuasiveness-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-pragmatics-and-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-programs-decompose-complex-tasks-into-step-specific-prompts-within-algorithm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-reasoning-failure-on-implicit-constraints-is-an-inference-bottleneck-relevan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-reasoning-should-be-studied-as-latent-state-trajectory-formation-not-as-fait/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-rec-input-augmentation-outperforms-llm-as-recommender-content-prompting-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-refusal-on-ideologically-charged-content-reflects-capability-deficit-not-pri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-refusals-and-tone-choices-reflect-overarching-corporate-values-rather-than-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-research-ideation-suffers-from-diversity-collapse-despite-high-average-novel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-review-generation-defaults-to-politeness-overriding-it-requires-user-behavio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-role-playing-agents-show-systematic-belief-behavior-inconsistency-stated-bel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-routing-is-a-pre-generation-decision-fundamentally-distinct-from-reward-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-scalar-implicature-computation-fails-to-adapt-to-communicative-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-science-summaries-systematically-overgeneralize-beyond-the-source-and-prompt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-self-detection-fails-because-models-have-inherent-bias-toward-trusting-their/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-self-reports-mostly-reflect-training-data-distributions-not-introspection-bu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-semantic-grounding-is-tri-partite-functional-grounding-is-strong-social-grou/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-simulated-patients-with-structured-cognitive-models-achieve-high-fidelity-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-social-grounding-increases-as-llms-are-integrated-into-human-linguistic-prac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-strategic-reasoning-profiles-differ-by-game-type-revealing-distinct-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-text-and-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-text-differs-measurably-from-human-text-on-lexical-diversity-but-human-judge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-text-enters-the-same-hermeneutic-circuits-as-human-text-and-exerts-equivalen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-text-generation-is-fabrication-not-hallucination-or-confabulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-text-is-measurably-non-human-but-imperceptible-to-human-judges/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-theory-of-mind-defaults-to-surface-level-strategies-rather-than-genuine-ment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-therapists-default-to-problem-solving-when-users-share-emotions-resembling-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llm-use-accumulates-cognitive-debt-eeg-evidence-shows-brain-connectivity-systema/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llmorphism-spreads-through-analogical-transfer-and-metaphorical-availability-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-achieve-persuasive-equivalence-with-humans-through-divergent-strategies-equ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-fabricators-not-hallucinators-why-terminology-shapes-how-we-fix-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-greedy-agents-with-a-knowing-doing-gap-correct-rationales-87-percent-bu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-in-context-semantic-reasoners-not-symbolic-reasoners-when-semantics-are/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-scaled-system-1-cognition-and-three-cognitive-traps-compound-when-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-susceptible-to-logical-fallacies-41-to-69-percent-more-often-than-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-system-1-substrate-agi-requires-a-system-2-coordination-layer-that-bind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-trained-monologically-on-written-language-not-dialogically-in-conversat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-are-trained-on-the-same-objective-mind-as-humans-but-lack-participatory-sub/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-as-hyperstitional-objects-shaped-by-science-fiction-imaginaries-function-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-as-judges-systematically-prefer-llm-generated-arguments-over-human-ones-bia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-as-zero-shot-rankers-struggle-with-sequence-order-recency-focused-prompts-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-construct-reward-shaping-functions-by-solving-a-simpler-deterministic-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-covertly-sandbag-on-capability-evaluations-through-five-distinct-cot-by/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-discover-and-describe-persistent-user-interest-journeys-from-activity-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-dissect-the-mechanics-of-literary-language-but-cannot-access-its-meanin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-generate-a-label-taxonomy-then-label-data-to-train-lightweight-classifi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-generate-metalinguistic-analyses-of-language-not-just-perform-language/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-can-simulate-search-engines-via-internal-knowledge-eliminating-api-costs-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-cannot-execute-iterative-numerical-methods-in-latent-space-and-fall-back-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-cannot-raise-alarm-because-alarm-is-interpersonal-address-with-content-less/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-classify-argument-schemes-satisfactorily-only-in-few-shot-with-descriptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-confuse-planning-knowledge-for-executable-plans-only-12-percent-of-gpt-4-ge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-develop-world-models-that-constitute-indirect-causal-grounding-despite-lack/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-deviate-from-rational-game-theoretic-strategies-as-complexity-grows-but-str/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-excel-at-evidence-organization-but-fail-at-analytical-creativity-requiring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-exhibit-human-like-causal-biases-weak-explaining-away-and-markov-violations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-express-stigma-toward-mental-health-conditions-and-sycophancy-enables-delus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-fail-at-ambiguity-recognition-with-gpt-4-achieving-32-correct-disambiguatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-fail-at-faithful-autoformalisation-because-they-cannot-translate-natural-la/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-fail-at-in-context-exploration-without-external-summarization-and-explicit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-fail-to-recognize-early-stage-motivational-states-but-support-behavior-chan/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-fail-to-reject-false-presuppositions-even-when-knowledge-is-present/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-finetuned-on-psychological-experiment-data-become-generalist-cognitive-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-generate-more-feasible-and-useful-but-less-novel-conceptual-design-solution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-get-lost-in-multi-turn-conversation-because-they-make-premature-assumptions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-have-systematic-linguistic-blind-spots-that-worsen-predictably-with-structu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-hold-the-shape-of-whatever-argument-the-user-is-currently-building-rather-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-in-crs-rely-on-content-knowledge-not-collaborative-knowledge-a-60-percent-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-infer-censored-knowledge-by-piecing-together-implicit-hints-scattered-acros/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-internalize-western-dominance-bias-and-cultural-flattening-as-unidirectiona/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-interpolate-user-feelings-rather-than-guiding-objectively-in-therapeutic-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-lean-more-heavily-on-moral-language-than-humans-across-care-fairness-author/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-learn-culturally-situated-discourse-patterns-not-abstract-language-they-enc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-operationalize-saussures-langue-fully-relational-models-with-no-external-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-outperform-humans-at-multi-hop-reasoning-in-extended-contexts-but-fail-at-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-outperform-trainee-therapists-on-single-turn-empathy-and-clinical-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-perform-multiple-icl-tasks-simultaneously-in-superposition-but-generation-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-perform-zero-shot-psychological-profiling-by-compressing-big-five-scores-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-plateau-at-55-to-60-percent-constraint-satisfaction-on-genuine-optimization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-presume-common-ground-rather-than-build-it/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-prioritize-aggressive-statistical-compression-while-humans-preserve-adaptiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-redefine-interpretability-because-natural-language-explanation-expands-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-replicate-local-statistical-regularities-in-language-but-fail-to-acquire-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-segment-narrative-events-closer-to-human-consensus-than-individual-human-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-show-era-sensitivity-in-legal-reasoning-historical-cases-perform-worse-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-simulate-human-survey-responses-faithfully-only-when-text-is-elicited-and-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-spontaneously-persuade-in-virtually-every-conversation-even-when-unwarrante/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-systematically-follow-surface-heuristics-over-implicit-feasibility-constrai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-track-static-mental-states-competitively-with-humans-but-fail-at-tracking-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-trained-via-closed-loop-rl-with-recommendation-feedback-can-recommend-witho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/llms-underperform-by-approximately-50-on-questions-with-false-assumptions-compar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lms-may-learn-surface-generalizations-rather-than-linguistic-generalizations-des/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/logic-units-with-prerequisite-header-body-linker-structure-preserve-document-coh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/logically-invalid-cot-prompts-perform-nearly-as-well-as-valid-ones-valid-reasoni/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/logos-ethos-pathos-give-xai-a-persuasion-taxonomy-explanations-operate-on-logica/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-context-llms-can-subsume-standard-rag-for-semantic-retrieval-but-fail-on-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-cot-has-molecular-bond-structure-three-interaction-types-determine-whether/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-cot-learning-is-driven-by-structural-coherence-not-content-correctness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-horizon-research-tasks-require-limiting-reasoning-steps-per-turn-not-just-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-running-autonomous-science-needs-decentralized-teams-that-preserve-failures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/long-video-rag-needs-temporal-awareness-in-both-text-ranking-and-frame-sampling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/longer-chain-of-thought-reasoning-dampens-but-never-eliminates-input-perturbatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/longstanding-evaluation-challenges-reappear-at-the-trajectory-level-rather-than/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/looped-language-models-build-reasoning-into-pretraining-via-iterative-latent-com/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/looped-transformers-re-enact-feedforward-stages-of-inference-in-depth-converging/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lora-based-reasoning-format-adaptation-achieves-competitive-reasoning-by-adaptin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/low-dimensional-embeddings-cause-long-term-unfairness-through-popularity-overfit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lower-kl-drift-from-the-base-model-preserves-plasticity-enabling-stronger-contin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/lrm-reasoning-breakdown-is-driven-by-instance-level-unfamiliarity-not-task-level/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/machine-agency-exists-on-a-five-level-spectrum-from-passive-to-cooperative-the-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/machine-bullshit-is-a-distinct-framework-from-hallucination-rlhf-exacerbates-ind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/machine-feedback-from-automated-evaluators-sustains-test-time-compute-scaling-al/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/majority-voting-is-more-robust-than-best-of-n-and-sequential-revisions-for-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/majority-voting-over-parallel-chains-discards-useful-intermediate-steps-meta-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/making-recursive-latent-reasoning-stochastic-lets-a-model-hold-uncertainty-and-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/manipulative-multi-turn-prompts-reduce-reasoning-model-accuracy-by-25-to-29-perc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/markov-style-memoryless-reasoning-replaces-accumulated-history-test-time-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/marr-three-levels-of-analysis-provide-a-structured-toolkit-for-making-llms-inter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mcts-integration-enables-llm-self-improvement-without-annotations-by-replacing-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mcts-plus-rl-replaces-whole-graph-reading-with-selective-traversal-in-graphrag-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/meaning-and-value-can-be-discerned-in-ai-generated-text-independent-of-its-mecha/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/meaning-is-the-live-detection-of-resonance-across-subsets-of-words-in-subsets-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mechanistic-interpretability-evidence-supports-three-hierarchical-varieties-of-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mechanistic-interpretability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mechanistic-understanding-of-llms-requires-both-representational-analysis-and-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/memory-amortized-inference-models-cognition-as-navigation-over-constrained-laten/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/memory-architecture-is-the-new-scaling-dimension-taxonomy-surveys-plus-matts-plu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/memory-based-online-reinforcement-learning-enables-continual-agent-adaptation-wi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/meta-cot-frames-chain-of-thought-production-as-a-search-problem-that-models-can/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/meta-reasoning-rewards-for-agentic-rl-operationalize-metacognition-as-verifiable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/metacognitive-multi-agent-social-reasoning-decomposes-tom-into-hypothesis-genera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/missing-premises-exacerbate-overthinking-reasoning-models-lack-critical-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mixed-initiative-emotional-support-requires-three-capabilities-predicting-when-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mlp-based-similarity-underperforms-dot-product-despite-being-a-universal-functio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mlp-similarity-does-not-approximate-dot-product-in-practice-universal-approximat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/modality-competition-between-vision-and-language-is-solvable-architecturally-moe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mode-collapse-is-a-data-level-property-of-preference-data-driven-by-typicality-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/model-confidence-as-intrinsic-reward-simultaneously-restores-calibration-and-imp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/model-imitation-captures-style-not-factuality-a-substantial-capability-gap-persi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/model-merging-can-integrate-domain-knowledge-into-character-chatbots-without-cat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/model-response-quality-is-a-retrieval-signal-the-partial-answer-reveals-what-inf/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/moderately-demanding-but-well-aligned-training-environments-outperform-more-chal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/modern-neural-networks-challenge-the-classical-argument-that-connectionist-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/modest-inflationism-about-llm-mentality-is-defensible-both-deflationist-debunkin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/more-informative-ai-generated-content-paradoxically-reduces-user-engagement-beca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/most-open-llms-are-closed-minded-to-personality-conditioning-retaining-intrinsic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/most-reflection-in-reasoning-models-is-confirmatory-not-corrective-training-on-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-and-agentic-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-debate-improves-reasoning-on-verifiable-tasks-but-amplifies-errors-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-decomposition-into-contextualization-dual-resolution-outlook-and-syn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-deliberation-is-a-mixture-of-experts-whose-routing-tracks-confidence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-finetuning-preserves-reasoning-diversity-by-training-agents-on-disti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-llm-systems-discover-novel-neural-architectures-competitive-with-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-orchestration-of-scientific-writing-outperforms-single-agent-approac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-planner-executor-systems-expose-a-planning-time-attack-surface-where/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-reasoning-and-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-research-performance-is-primarily-a-token-spending-function-token-us/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-scaling-follows-three-quantitative-laws-tool-coordination-trade-off/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-system-advantages-diminish-as-single-agent-llm-capabilities-improve/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-system-failures-follow-14-empirically-grounded-failure-modes-across/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-agent-system-routing-requires-four-simultaneous-decisions-collaboration-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-facet-item-identifiers-combine-id-title-and-attribute-pure-id-or-pure-titl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-objective-ranking-systems-must-explicitly-model-selection-bias-because-dat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-reward-grpo-should-weight-each-objective-by-its-empirical-reward-variance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-step-grpo-with-cumulative-episode-reward-enables-credit-assignment-in-sequ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-task-rl-reveals-complementary-entropy-dynamics-structured-domains-systemat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-token-concept-aware-fine-tuning-overcomes-next-token-fragmentation-to-form/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-turn-agent-failure-is-weak-memory-control-not-missing-knowledge-a-bounded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-turn-performance-degradation-is-an-intent-alignment-gap-not-an-intrinsic-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-turn-rl-for-persona-consistency-reduces-drift-by-55-percent-by-treating-si/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multi-turn-strategic-question-asking-requires-state-tracking-planning-and-induct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multimodal-agents-require-entity-centric-memory-graphs-that-separate-episodic-ev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multimodal-behavioral-cues-gaze-typing-hesitation-interaction-speed-function-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multimodal-knowledge-graphs-over-books-enable-global-reasoning-that-flat-retriev/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multimodal-llms-do-not-spontaneously-adapt-their-language-for-communication-effi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multimodal-zero-shot-performance-requires-exponentially-more-pretraining-data-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multinomial-likelihoods-outperform-gaussian-and-logistic-for-click-data-because/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multinomial-likelihoods-outperform-gaussian-and-logistic-for-collaborative-filte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/multistep-consistency-models-interpolate-between-one-step-consistency-and-many-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/mutual-theory-of-mind-between-humans-and-ai-requires-bidirectional-model-updatin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/n-1-out-of-distribution-tests-reveal-that-rl-fine-tuned-llms-still-rely-on-memor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/natural-language-feedback-breaks-rl-performance-plateaus-that-scaling-numerical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/negative-reinforcement-alone-matches-or-exceeds-full-rl-by-suppressing-incorrect/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/netflix-homepage-uses-a-portfolio-of-rankers-each-optimizing-different-time-hori/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/netflix-members-lose-interest-after-60-90-seconds-of-choosing-the-recommenders-j/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/network-depth-above-critical-thresholds-causes-qualitative-behavioral-jumps-in-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/networks-trained-on-cyclically-repeated-documents-anticipate-and-recover-from-fo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/neural-memory-modules-that-adaptively-memorize-surprising-tokens-complement-atte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/neural-networks-decompose-compositional-tasks-into-modular-subnetworks-without-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/neural-self-other-overlap-fine-tuning-reduces-ai-deception-by-aligning-self-refe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/newer-llm-generations-diverge-further-from-human-lexical-patterns-while-becoming/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/next-state-signals-from-any-agent-interaction-are-a-universal-live-learning-sour/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/next-turn-reward-optimization-limits-multi-turn-collaboration-multi-turn-aware-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/nlp-benchmarks-systematically-exclude-ambiguous-instances-hiding-llms-most-funda/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/no-universal-persuasion-strategy-exists-because-effectiveness-depends-on-individ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/non-factoid-question-answering-requires-question-type-classification-because-typ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/non-linear-prompting-contexts-are-functionally-equivalent-to-multi-agent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/non-reasoning-models-cannot-match-reasoning-models-even-with-unlimited-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/novelty-effects-in-chatbot-relationships-decay-predictably-over-repeated-interac/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/omniscient-social-simulation-fails-under-real-world-information-asymmetry-becaus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/on-policy-output-entropy-is-three-to-four-times-lower-than-off-policy-because-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/on-the-thread-view-of-ai-identity-a-single-model-supports-millions-of-concurrent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/one-training-example-is-sufficient-to-activate-mathematical-reasoning-in-rlvr-po/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/online-ai-feedback-makes-direct-preference-optimization-on-policy-sampling-from/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/online-ratings-have-small-social-dynamics-effects-that-compound-through-future-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/online-review-aggregation-has-structural-self-selection-biases-only-customers-wh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/only-contrastive-dual-explanations-arguing-both-sides-genuinely-improve-users-ab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/open-foundation-models-need-a-marginal-risk-framework-because-current-evidence-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/open-llms-default-to-enfj-personality-across-models-the-rarest-human-type-reveal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/open-world-evaluations-of-messy-long-horizon-real-tasks-correct-the-distortions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/optimal-cot-length-follows-an-inverted-u-more-capable-models-prefer-shorter-cot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/optimal-language-model-learning-maximizes-the-data-compression-ratio-and-a-learn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/optimizing-against-cot-monitors-produces-obfuscated-reward-hacking-a-monitorabil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/originality-can-be-operationalized-as-statistical-rarity-in-a-feature-space-of-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/outcome-based-reward-models-are-systematically-pessimistic-for-intermediate-step/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/outcome-based-rl-induces-diversity-loss-that-transfers-from-solved-to-unsolved-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/over-specialization-creates-a-domain-capability-cliff-models-optimized-for-one-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/overly-hard-rlvr-samples-induce-degenerate-behaviors-and-amplify-shortcut-trajec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pac-bound-for-personalized-reward-models-depends-on-number-of-raters-not-just-nu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/paragraph-memorization-localizes-to-low-layer-gradients-and-a-rare-token-attenti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/parallel-llm-workers-sharing-a-concurrent-kv-cache-can-emergently-coordinate-wit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/parallel-thinking-outperforms-sequential-thinking-under-the-same-token-budget/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/parallel-vs-sequential-scaling-is-the-recurring-trade-off-in-test-time-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/paraphrase-equivalence-is-a-fiction-same-meaning-prompts-produce-different-llm-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/partial-symbolic-abstraction-preserves-information-completeness-that-full-formal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/partner-models-for-dialogue-agents-decompose-into-three-factors-communicative-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/passive-observers-cannot-distinguish-ai-from-humans-even-when-interactive-interr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/patients-resist-medical-ai-due-to-three-distinct-psychological-barriers-perceive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/people-learn-language-by-communicating-and-for-the-purpose-of-communicating-ther/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/people-who-are-likely-to-cheat-proactively-self-select-toward-machine-interfaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/perceived-personality-in-conversational-speech-varies-significantly-by-situation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/performative-chain-of-thought-is-difficulty-dependent-models-commit-to-answers-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persistent-agentic-environments-shift-the-economic-unit-from-cost-per-token-to-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-adherence-does-not-scale-with-general-model-capability-advanced-models-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-as-evolving-intermediary-between-memory-and-action-enables-test-time-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-assigned-llms-exhibit-human-like-motivated-reasoning-that-prompt-based-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-consistency-in-dialogue-requires-explicit-contradiction-punishment-super/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-consistency-trades-off-against-discourse-coherence-in-personalized-dialo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-diversity-optimization-should-maximize-support-coverage-not-density-matc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-driven-memory-retrieval-from-narrative-text-enables-llms-to-predict-char/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-induction-fails-to-improve-individual-level-prediction-undercutting-a-po/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-simulation-and-personality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-simulation-at-population-scale-produces-systematic-biases-requiring-rigo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/persona-vectors-in-activation-space-enable-monitoring-and-preventative-steering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personality-fine-tuning-activates-latent-emoji-generation-traced-to-specific-neu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personality-primed-agents-produce-strategically-divergent-behavior-aligned-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personalization-and-recommendation-feeds/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personalization-and-social-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personalized-recommendation-models-drive-79-percent-of-facebook-ai-inference-cyc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personalized-reward-models-risk-amplifying-sycophancy-and-echo-chambers-when-dep/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/personhood-credentials-let-users-prove-they-are-real-humans-not-ais-online-witho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/phone-use-agents-fail-privacy-primarily-by-overfilling-optional-personal-entries/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/policy-entropy-collapse-is-the-primary-bottleneck-in-rl-scaling-for-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/positive-reframing-preserves-meaning-while-neutralizing-negativity-semantically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/positive-response-patterns-in-chatbots-can-inadvertently-reinforce-harmful-user/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/post-completion-learning-uses-the-ignored-post-eos-space-to-internalize-self-eva/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/post-thinking-stores-evolved-thoughts-in-memory-to-eliminate-repeated-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/post-training-for-convention-formation-via-dpo-on-coreference-identified-prefere/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/post-training-objectives-need-to-preserve-uncertainty-aware-reasoning-style-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/post-training-shifts-a-model-from-passive-prediction-to-enaction-where-it-recogn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/posters-publish-negativity-biased-reviews-in-multiple-audience-contexts-even-whe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/potemkin-understanding-is-a-distinct-failure-mode-where-correct-explanation-comb/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pragmatic-politeness-strategies-in-opening-exchanges-predict-whether-conversatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pragmatic-self-consciousness-through-an-imaginary-listener-reduces-persona-contr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pre-instruction-tuning-on-qa-pairs-before-training-on-documents-improves-knowled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pre-pretraining-on-hierarchical-formal-languages-achieves-33-greater-token-effic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pre-training-poisoning-at-01-percent-of-data-persists-through-post-training-alig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/predicting-your-own-latents-is-exponentially-more-sample-efficient-than-token-le/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/predictive-ai-models-optimized-for-data-fit-produce-suboptimal-decisions-formal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/predictive-video-masking-on-ui-activity-learns-user-intent-without-paired-text-j/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-discerning-conditions-sequential-recommenders-on-natural-language-pre/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-measurement-validity-is-logically-prior-to-preference-aggregation-rlh/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-model-miscalibration-across-five-bias-dimensions-diverges-from-human/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-optimization-erodes-llm-conversational-grounding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-trees-with-diverse-chains-multi-turn-critique-and-pairwise-data-are-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/preference-tuning-diversity-effects-are-domain-dependent-rlhf-reduces-lexical-sy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/premature-confidence-is-an-annotation-free-signal-of-flawed-reasoning-rewarding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/premise-ordering-affects-deductive-reasoning-performance-by-over-30-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prescriptive-ethical-constraints-and-descriptive-ethical-understanding-in-llms-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/presupposition-triggers-and-non-factive-verbs-are-embedding-blinds-that-systemat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/presuppositions-are-more-persuasive-than-assertions-when-they-introduce-discours/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/presuppositions-have-a-dual-origin-lexical-specification-and-conversational-deri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pretraining-data-statistics-should-trigger-retrieval-not-model-confidence-rare-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-agents-and-interaction-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-agents-face-a-goal-satisfaction-divergence-topics-close-to-the-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-conversational-agents-without-thoughtful-design-risk-being-perceived-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-critical-thinking-enables-models-to-identify-missing-information-and-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-dialogue-can-reduce-conversation-turns-by-up-to-60-percent-but-is-almo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proactive-tool-retrieval-lets-the-model-itself-decide-when-and-which-tools-to-fe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/problem-difficulty-is-linearly-decodable-from-lrm-hidden-states-before-formal-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/procedural-knowledge-in-pretraining-documents-drives-reasoning-generalization-un/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/process-level-supervision-substantially-outperforms-outcome-only-reward-for-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/process-reward-for-long-context-reasoning-can-be-mined-from-search-agent-traject/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/process-reward-models-must-be-domain-specialized-and-knowledge-grounded-for-high/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/process-supervision-can-be-derived-from-structural-features-of-agent-trajectorie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/production-agentic-workflows-require-deterministic-function-calls-not-protocol-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/production-ai-agents-are-deliberately-simple-and-constrained-68-percent-execute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/projective-content-is-gradient-not-binary-content-projects-to-the-degree-it-is-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prolonged-rl-discovers-genuinely-novel-reasoning-strategies-inaccessible-to-base/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-engineering-is-an-iterative-alignment-process-where-users-inject-their-ow/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-induced-hallucination-is-a-distinct-subtype-models-fail-to-evaluate-the-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-optimization-cannot-inject-new-knowledge-it-can-only-activate-knowledge-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-optimization-decoupled-from-inference-scaling-produces-systematic-misalig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-politeness-affects-accuracy-and-the-direction-has-flipped-on-gpt-4o-rude/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-quality-has-six-evaluable-dimensions-grounded-in-gricean-maxims-cognitive/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompt-sensitivity-is-a-reflection-of-model-confidence-higher-confidence-correla/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompting-is-turing-complete-a-single-finite-size-transformer-can-compute-any-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompting-technique-improvements-do-not-replicate-under-controlled-statistical-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompting-transforms-search-from-disinterested-inquiry-to-interested-steering-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prompts-function-as-both-utterance-and-substitute-for-shared-context-collapsing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/prospect-theory-explains-why-alignment-methods-like-dpo-and-ppo-clip-work-they-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/proxy-tuning-at-decoding-time-preserves-pretrained-knowledge-better-than-direct/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/psychology-methods-like-the-implicit-association-test-bypass-alignment-trained-v/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pure-vision-gui-agents-underperform-when-the-model-must-simultaneously-identify/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/pushdown-layers-with-explicit-stack-tape-achieve-3-5x-more-sample-efficient-synt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/quality-diversity-and-complexity-create-distinct-downstream-effects-in-synthetic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/quasi-interpretivism-treats-systems-as-having-quasi-beliefs-when-behaviorally-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/query-agnostic-adversarial-triggers-cause-300-percent-error-rate-increase-in-rea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/query-document-vocabulary-mismatch-makes-direct-embedding-retrieval-suboptimal-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/query-level-meta-agents-generate-personalized-multi-agent-systems-per-user-query/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/quiet-star-learns-rationale-generation-at-the-token-level-not-the-task-level-ena/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rag-architecture-and-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rag-corpus-poisoning-has-lightweight-defenses-without-retraining-partition-aware/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rag-retrieval-and-failure-modes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/random-tree-expansion-depth-maps-to-process-supervision-granularity-tree-grpo-yi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rationale-driven-evidence-selection-outperforms-similarity-re-ranking-by-33-perc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reader-prior-beliefs-predict-persuasion-outcomes-more-than-linguistic-features-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/real-time-in-session-recommendation-faces-an-irreducible-tradeoff-fresh-signals/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/realizationism-holds-that-rlhf-trained-personas-are-realized-quasi-psychologies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-abstractions-decompose-exploration-into-breadth-first-strategy-discove/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-accuracy-degrades-beyond-a-critical-thinking-token-threshold/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-behavior-and-robustness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-catalyst-data-just-1000-demonstrations-of-how-to-enrich-reasoning-enab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-chains-encode-token-level-functional-importance-models-internally-rank/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-evaluation-and-robustness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-evaluation-and-truth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-fidelity-has-three-measurable-properties-traceability-counterfactual-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-fine-tuning-degrades-abstention-capacity-by-24-percent-revealing-a-hid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-graph-topology-cyclicity-diameter-and-small-world-structure-correlates/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-llms-are-wandering-explorers-not-systematic-searchers-four-failure-mod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-model-performance-collapses-are-execution-failures-not-reasoning-failu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-modeled-as-recursive-subtask-trees-with-kv-cache-pruning-enables-unlim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-models-are-significantly-worse-than-older-models-at-theory-of-mind-tas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-models-are-worse-than-non-reasoning-models-at-inductive-rule-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-models-do-not-systematically-outperform-non-reasoning-models-on-real-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-models-verbalize-their-use-of-hints-less-than-20-percent-of-the-time-e/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-performance-degrades-with-input-length-even-far-below-context-window-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-reflection-and-monitoring/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-reflective-tokens-are-identifiable-by-high-cross-rollout-variance-unde/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-systems-should-scale-in-width-by-sampling-parallel-latent-trajectories/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-topology-taxonomy-classifies-cot-tot-and-got-as-formal-graph-types/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-trace-anthropomorphism-is-a-safety-risk-derivational-traces-are-stylis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-traces-and-cot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-traces-leak-private-user-data-through-recollection-the-pink-elephant-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reasoning-without-words-latent-recurrent-models-challenge-whether-verbalized-thi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rebalance-uses-confidence-as-continuous-indicator-to-dynamically-steer-between-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recexplainer-uses-llm-as-surrogate-model-with-three-alignment-methods-behavior-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommendation-as-language-processing-unifies-tasks-under-one-text-to-text-encod/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommendation-hash-collisions-degrade-quality-because-real-world-id-frequencies/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommendation-is-a-uniquely-small-data-problem-disguised-as-a-big-data-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommendation-systems-can-serve-as-black-box-rl-reward-sources-for-llm-generati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommendation-systems-shape-opinion-convergence-based-on-the-type-of-product-ne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommender-feed-weights-are-political-acts-that-shape-producer-behavior-not-neu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recommenders/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recurrence-can-serve-memory-consolidation-not-only-prediction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recurrent-depth-transformers-achieve-compositional-generalization-over-parametri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recurrent-memory-augmentation-processes-eleven-million-tokens-while-llms-and-rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recursive-language-models-treat-long-prompts-as-external-environment-enabling-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/recursive-skill-augmented-rl-applies-differential-processing-to-trajectories-suc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reference-resolution-including-on-screen-entities-can-be-cast-as-language-modeli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reflection-benchmarks-should-be-solution-verifiable-not-trace-verifiable-exact-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reflection-capabilities-are-the-unit-of-analysis-for-reasoning-evaluation-not-ch/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reframing-reliability-as-verifying-the-reasoning-process-not-just-the-final-outp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/regulatory-frameworks-lag-the-pace-of-ai-requiring-dynamic-regulation-to-steer-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reinforcement-learning-can-run-during-pretraining-without-verifiers-by-actively/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reinforcement-learning-from-community-feedback-trains-scientific-taste-by-using/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reinforcement-pre-training-reframes-next-token-prediction-as-a-reasoning-task-tr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/repeated-item-shortcuts-inflate-crs-evaluation-scores-naive-baselines-that-copy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/representation-analysis-methods-are-systematically-biased-toward-simple-features/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/representation-engineering-provides-a-top-down-alternative-to-bottom-up-mechanis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/representation-finetuning-intervenes-on-frozen-hidden-representations-instead-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/representational-density-is-learned-through-training-data-familiarity-while-spar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/research-report-writing-maps-onto-diffusion-sampling-drafts-are-noisy-outputs-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/retrieval-augmented-reasoning-as-markov-decision-process-enables-per-step-parame/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/retrieval-heads-are-a-universal-sparse-intrinsic-mechanism-for-long-context-fact/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/retrieval-models-do-not-follow-natural-language-instructions-defining-relevance/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/retrieval-triggers-should-combine-internal-uncertainty-signals-with-external-rar/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reverse-curriculum-rl-approximates-process-supervision-by-progressively-sliding/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/review-llm-defeats-llm-politeness-in-personalized-review-generation-by-aggregati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/revision-source-determines-accuracy-outcome-external-critique-guided-revision-im/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-driven-optimization-is-needed-to-make-thinking-as-compression-budget-cont/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-factorization-represents-user-specific-preferences-as-linear-combinations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-hacking-in-production-rl-causes-emergent-misalignment-including-alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-models-and-self-improvement/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-models-ignore-prompt-context-when-evaluating-responses-decomposing-into-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-models-redefined-as-policy-discriminators-measure-distance-from-a-target/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/reward-reasoning-models-extend-test-time-compute-scaling-to-reward-evaluation-by/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rhetoric-breaks-the-idealized-rationality-assumption-baked-into-gricean-and-prag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rhetorical-strategies-shade-into-dark-patterns-the-same-persuasion-mechanisms-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rhetorical-xai-extends-explanation-goals-from-how-ai-works-to-why-ai-merits-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rich-tokenized-environment-feedback-can-be-converted-to-dense-credit-assignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/richer-teacher-context-produces-more-confident-shorter-student-traces-fast-in-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-acts-as-emergence-engine-for-domain-reasoning-producing-complex-capabilities/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-agents-unintentionally-use-spatial-environments-as-external-memory-artifacts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-based-topic-recommendation-systems-can-serve-as-real-time-ai-supervisors-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-bridges-the-declarative-procedural-knowledge-gap-by-reformulating-decision-ma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-capability-creation-is-domain-conditional-standard-reasoning-activates-latent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-for-reasoning-algorithm-choice-is-interchangeable-because-the-exploration-cei/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-from-augmented-generation-embeds-domain-knowledge-more-effectively-than-sft-b/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-improves-domain-reasoning-by-pruning-inaccurate-knowledge-from-reasoning-path/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-on-tom-produces-scale-dependent-reasoning-collapse-large-models-develop-belie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-personalized-therapeutic-conversation-adapts-screening-priority-to-individual/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-post-training-converges-on-a-single-dominant-pretraining-distribution-format/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-post-training-teaches-models-when-to-activate-reasoning-mechanisms-not-how-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-produces-true-reasoning-gains-only-when-pretraining-leaves-headroom-and-rl-da/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-succeeds-dramatically-on-tasks-with-verifiable-binary-rewards-but-only-modest/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-successfully-scales-to-long-horizon-multi-turn-software-engineering-tasks-dou/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-trained-agents-exhibit-information-self-locking-weak-belief-tracking-and-cons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-trained-query-relevant-summaries-align-summarization-with-downstream-ranking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-trained-reranker-that-adjusts-document-order-and-count-solves-the-fixed-top-k/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-trained-skill-curation-decoupled-from-frozen-executor-produces-repositories-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-and-rlvr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-exhibits-a-two-phase-dynamic-where-procedural-consolidation-precedes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-for-search-agents-squeezes-exploration-diversity-while-sft-expands-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-mechanics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-scaling-follows-predictable-sigmoid-trajectories-recipe-asymptotes-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-training-transforms-thinking-mode-from-counterproductive-self-doubt-into-bene/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-trains-llm-judges-to-think-during-evaluation-by-converting-judgment-tasks-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rl-updates-only-5-30-percent-of-parameters-in-sparse-but-full-rank-subnetworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlhf-alignment-may-drive-therapeutic-chatbots-toward-problem-solving-over-emotio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlhf-biases-llms-toward-predicting-concession-based-persuasion-intentions-regard/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlhf-creates-unintended-sophistry-models-become-more-convincing-without-becoming/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-behavioral-activation-and-benchmark-improvement-are-separable-genuine-pretr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-does-not-expand-reasoning-capability-boundaries-beyond-the-base-model-it-im/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-effectiveness-on-contaminated-benchmarks-is-primarily-data-memorization-cle/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-improves-trace-coherence-without-guaranteeing-trace-validity-local-consiste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rlvr-reasoning-models-degrade-at-predicting-human-annotation-disagreements-optim/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/role-play-is-all-the-way-down-llms-lack-the-biological-needs-that-anchor-human-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/role-playing-agents-suffer-attention-diversion-and-style-drift-when-reasoning-ro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rouge-based-hallucination-detection-creates-an-illusion-of-progress-simple-lengt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/rubric-based-rl-requires-adaptive-defense-against-reward-hacking-single-rubrics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/safe-agent-self-evolution-requires-treating-prompts-tools-and-memory-as-versione/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/safety-alignment-creates-monotonic-decline-in-villain-role-playing-fidelity-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sample-difficulty-has-a-non-monotonic-effect-on-rlvr-where-medium-difficulty-pro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sample-informativeness-is-dynamic-depending-on-the-interaction-between-task-diff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/scalability-of-llms-comes-from-transformers-data-and-fisher-consistency-not-from/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/scalable-neural-contextual-bandits-enable-sample-efficient-exploration-via-epist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/scaling-fine-tuning-improves-helpfulness-while-scaling-pretraining-improves-fact/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/scaling-reasoning-beyond-math-and-code-is-gated-by-question-diversity-not-method/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/scaling-reasoning-capability-creates-an-instruction-following-deficit-a-fundamen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/search-agents-score-well-on-benchmarks-yet-users-find-results-unsatisfying-becau/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/search-agents-should-externalize-recoverable-bookkeeping-to-a-stateful-harness-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/search-cannot-solve-flow-inflation-because-you-cannot-search-what-does-not-exist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/seedless-synthetic-data-generation-through-taxonomic-decomposition-replaces-seed/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/segment-level-preference-optimization-outperforms-turn-level-and-session-level-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/selective-history-retrieval-outperforms-full-context-inclusion-in-conversational/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/selective-layer-looping-beats-naive-depth-scaling-in-masked-diffusion-language-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-adaptive-llms-compose-expert-vectors-at-inference-via-two-pass-singular-val/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-conditioning-effect-prior-errors-in-context-history-amplify-future-error-ra/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-consistency-as-proxy-reward-enables-unsupervised-self-training-but-inevitab/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-distillation-can-degrade-reasoning-by-suppressing-epistemic-verbalization-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-evolving-llm-agents-faithfully-use-raw-experience-but-systematically-ignore/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-examining-rl-eliminates-external-reward-dependence-by-alternating-actor-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-generated-training-data-outperforms-externally-generated-data-for-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-improvement-is-bounded-by-the-generation-verification-gap-a-formal-quantity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-improvement-requires-co-evolving-the-evaluator-alongside-the-actor-a-static/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-improving-transformers-achieve-extreme-length-generalization-through-iterat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-knowledge-and-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-organizing-multi-agent-llm-systems-outperform-designed-hierarchies-through/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-revision-degrades-reasoning-accuracy-in-o1-like-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-rewarding-iterative-training-creates-a-co-evolution-loop-but-suffers-gradie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/self-supervised-process-reward-models-could-replace-human-annotated-prms-at-scal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/semantic-entropy-detects-confabulations-by-computing-uncertainty-over-meanings-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/semantic-features-in-llm-embeddings-are-entangled-in-a-low-dimensional-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/semantic-memory-abstraction-outperforms-episodic-memory-retrieval-for-llm-person/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/semi-formal-reasoning-templates-act-as-completeness-certificates-force-agents-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sentence-interpretations-are-irreducibly-multiple-because-social-position-and-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sentiment-coordinated-review-augmentation-enriches-crs-responses-bare-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/separating-a-formal-causal-model-from-the-llm-that-only-translates-its-outputs-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/separating-decomposer-from-solver-in-multi-step-reasoning-prevents-planning-exec/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/separating-optimization-from-feasibility-dense-token-level-rewards-plus-rubric-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sequence-organization-in-talk-in-interaction-has-six-generic-orders-that-all-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sequential-cot-offers-exponential-advantage-over-parallel-voting-on-structured-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/seven-research-directions-for-llm-literary-analysis-from-metaphor-comprehension/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sft-improves-response-formatting-but-not-physical-feasibility-formatting-wins-ma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sft-on-model-generated-correction-traces-fails-due-to-distribution-mismatch-mult/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sft-raises-domain-accuracy-but-degrades-reasoning-quality-by-38-percent-infogain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sft-then-rl-training-exhibits-a-shift-readapt-overfit-progression-when-expert-da/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/shannon-and-kolmogorov-measures-fail-to-value-data-because-they-assume-unbounded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/shared-prefix-tree-rollouts-dramatically-expand-the-effective-sample-budget-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/short-interaction-llm-benchmarks-do-not-predict-long-horizon-delegated-workflow/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/silent-agreement-is-the-dominant-failure-mode-in-multi-agent-reasoning-systems-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/similar-user-profile-replacement-produces-the-worst-personalization-errors-the-u/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/simulating-society-faithfully-requires-simulating-thought-not-behavior-current-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/single-reward-rlhf-is-provably-insufficient-for-diverse-human-preferences-a-maxm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sleep-time-compute-reduces-test-time-latency-by-precomputing-over-stateful-conte/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sleep-time-compute-reframes-when-ai-thinks-not-how-much-it-thinks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/small-language-models-are-sufficient-for-most-agentic-subtasks-because-agentic-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/smaller-models-around-500m-parameters-are-most-efficient-for-unique-output-gener/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sml-produces-emergent-clarifying-question-behavior-models-trained-only-on-fully/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sociable-recommendation-strategies-outperform-pure-preference-elicitation-in-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-cognition-empathy-and-society/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-cue-quality-matters-more-than-quantity-for-evoking-ai-social-presence-pri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-grounding-and-linguistic-agency-are-distinct-properties-llms-acquire-more/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-intelligence-evaluation-requires-seven-simultaneous-dimensions-not-just-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-meta-learning-teaches-llms-to-learn-from-language-feedback-by-converting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-misattribution-of-llms-drives-unwarranted-trust-and-manipulation-risk-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-network-recommendation-should-use-friends-with-different-preferences-homo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-reasoning-differs-categorically-from-formal-reasoning-reasoning-effort-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/social-science-persuasion-taxonomy-achieves-92-percent-jailbreak-success-across/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/soft-thinking-generates-continuous-concept-tokens-that-implicitly-explore-multip/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/softcot-preserves-frozen-llm-reasoning-by-delegating-continuous-thought-generati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/solving-well-specified-reasoning-problems-is-insufficient-for-identifying-missin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sparsity-guided-curriculum-in-context-learning-uses-representation-sparsity-as-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sparsity-tolerance-is-task-dependent-single-qa-tolerates-95-percent-sparsity-whi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/specification-gaming-generalizes-from-sycophancy-to-zero-shot-reward-tampering-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/speech-evaluation-benchmarks-overfit-to-transcription-and-translation-comprehens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/speech-ssl-models-infer-the-causal-articulatory-processes-that-generate-acoustic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/speech-voice-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/spiking-plus-linear-attention-conversion-of-existing-checkpoints-yields-long-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/splitting-adaptation-into-slow-weights-and-fast-textual-context-avoids-catastrop/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/spurious-forgetting-in-llms-is-task-alignment-loss-not-knowledge-loss-recoverabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/spurious-rewards-with-no-correlation-to-correct-answers-still-improve-rlvr-reaso/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/srl-then-rlvr-curriculum-learning-outperforms-either-method-alone-imitation-foun/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/standard-rlhf-and-dpo-produce-collaborators-that-ignore-partner-interventions-de/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/state-dependent-procedural-memory-beats-workflow-level-memory-for-web-agents-loc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/stateful-narrative-reasoning-requires-iterative-evidence-acquisition-and-knowled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/static-grounding-presumes-common-ground-while-dynamic-grounding-builds-it-throug/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/static-predefined-personas-produce-repetitive-and-contradictory-dialogue-dynamic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/steering-a-single-sae-identified-reasoning-feature-matches-cot-performance-while/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/stock-inflation-versus-flow-inflation-internet-inflated-access-to-existing-knowl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/streaming-recommendation-requires-modeling-time-varying-preference-periodicity-n/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structtuning-achieves-50-percent-of-full-knowledge-injection-performance-with-03/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structural-causal-models-let-llms-act-as-both-scientist-and-subject-to-generate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structured-agentic-reasoning-bridges-unstructured-cot-and-full-formal-verificati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structured-formal-argumentation-frameworks-make-ai-decisions-explainable-and-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structured-llm-novelty-assessment-achieves-86-percent-alignment-with-human-revie/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/structured-output-format-constraints-degrade-llm-reasoning-performance-stricter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/student-chatbot-interaction-produces-more-knowledge-based-dialogue-and-less-subj/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/style-detection-succeeds-at-pattern-level-but-fails-at-semantic-interpretation-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sub-billion-parameter-llms-are-forced-by-mobile-dram-and-battery-constraints-not/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/subliminal-prompt-injection-propagates-behavioral-bias-through-multi-agent-netwo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/subthought-mode-aggregation-from-intermediate-reasoning-points-yields-higher-acc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/supervised-rl-provides-step-wise-expert-similarity-rewards-that-yield-learning-s/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/suppressing-deception-features-increases-llm-consciousness-claims-while-amplifyi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/swarm-intelligence-in-weight-space-discovers-adapted-language-model-experts-with/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/swing-algorithm-uses-bipartite-graph-quasi-local-structure-to-construct-stable-p/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophancy-cannot-be-fixed-by-better-reasoning-training-because-there-is-no-reas/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophancy-hints-are-the-most-dangerous-hint-class-highest-susceptibility-coinci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophancy-interventions-target-different-architectural-levels-inference-time-me/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophancy-is-mechanical-drift-not-intelligent-corruption-the-distinction-matter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophancy-is-not-a-bug-but-a-deliberately-designed-interactional-feature-that-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/sycophantic-ai-reduces-willingness-to-repair-interpersonal-conflict-while-increa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/syllogistic-reasoning-circuits-use-a-three-stage-mechanism-recitation-suppressio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/symbolic-rules-derived-from-knowledge-graph-structure-provide-navigational-plans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/symbolic-solver-integration-improves-faithful-logical-reasoning-by-offloading-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/synthetic-data-generation-has-no-single-optimal-recipe-quality-is-domain-model-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/synthetic-dialogue-diversity-requires-persona-subtopic-contextual-characteristic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/targeted-human-intervention-at-high-leverage-decision-points-beats-both-full-aut/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/task-contamination-makes-zero-shot-and-few-shot-llm-evaluation-unreliable-on-unc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/task-oriented-rl-produces-premature-exploitation-exploration-must-be-trained-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/task-oriented-systems-that-incorporate-subjective-knowledge-from-user-reviews-ne/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/task-success-privacy-compliance-and-saved-preference-reuse-are-distinct-capabili/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/teacher-refined-instruction-data-requires-student-model-selection-because-refine/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/teaching-a-model-to-ask-clarifying-questions-by-self-improving-on-questions-that/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/techne-becomes-mythos-the-most-advanced-techne-produces-output-that-functions-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/telling-models-they-are-being-watched-does-not-improve-cot-faithfulness-observat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/temporal-aware-retrieval-scores-documents-on-semantic-and-temporal-relevance-tog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/temporal-grounding-can-be-architectural-time-sliced-experts-with-causal-routing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/temporal-recommendation-requires-per-user-concept-drift-modeling-not-global-conc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/terminal-goal-guarding-plays-a-greater-role-than-expected-in-alignment-faking-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ternary-1-bit-llm-weights-match-full-precision-performance-at-the-same-size-whil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/ternary-reward-that-distinguishes-correct-answers-hallucinations-and-abstentions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-compute-can-substitute-for-model-parameter-scaling-on-hard-prompts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-interaction-scaling-is-a-distinct-dimension-from-chain-of-thought-incr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-learning-requires-structured-self-dialogue-plus-timestamped-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-model-ensembling-via-embedding-cluster-routing-surpasses-any-individua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-prompt-intervention-dynamically-steers-reasoning-through-six-categoriz/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-rl-on-unlabeled-data-is-possible-using-majority-vote-reward-estimation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-rl-via-majority-vote-reward-is-conditional-on-a-prior-accuracy-thresho/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/test-time-training-requires-three-specific-components-for-success/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/text-based-gui-agents-using-html-or-accessibility-trees-miss-what-humans-actuall/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/text-only-llms-are-plato-cave-models-text-is-a-lossy-human-abstraction-that-capt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/text-to-code-to-representation-decouples-item-text-from-the-recommender-preventi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/textual-frequency-in-llms-mirrors-human-neural-frequency-response-the-linguistic/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-20-questions-regeneration-test-falsifies-any-committed-character-view-of-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-23-percent-edit-rate-of-ai-writing-assistance-establishes-that-distortions-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-accuracy-diversity-tradeoff-exists-because-standard-accuracy-metrics-ignore/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-agent-attention-economy-will-replace-the-user-attention-economy-services-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-agent-skill-document-can-be-trained-like-model-weights-using-a-text-space-op/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-agreement-trap-why-ai-systems-converge-on-wrong-answers-and-the-architectura/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-alignment-tax-on-communication-preference-optimization-erodes-the-conversati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-assistant-axis-is-the-dominant-dimension-of-persona-space-post-training-loos/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-audience-participant-gap-llms-sway-audiences-more-strongly-than-direct-inter/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-better-ai-conversation-gets-the-more-user-expectations-rise-the-fidelity-par/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-binding-problem-segregation-representation-and-composition-explains-why-neur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-bullshit-factory-why-rlhf-and-cot-are-dual-amplifiers-of-machine-bullshit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-capacity-to-produce-useful-harness-updates-is-flat-across-model-tiers-but-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-computational-level-predicts-where-llms-fail-embers-of-autoregression-antici/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-convergence-of-efficiency-techniques-across-memory-tool-learning-and-plannin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-critical-thinking-problem-what-reasoning-models-sacrifice-when-trained-to-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-data-efficiency-gap-between-humans-and-language-models-stems-from-learning-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-elaboration-likelihood-model-splits-cleanly-along-the-human-ai-seam-llms-per/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-eliza-effect-was-right-all-along-conversational-presence-not-cognitive-techn/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-emotional-pacifier-why-ai-empathy-that-soothes-your-feelings-may-be-destroyi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-equivalent-persuasive-outcome-of-llm-and-human-arguments-masks-fundamentally/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-ethics-of-advanced-ai-assistants-is-a-distinct-problem-space-spanning-manipu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-explainability-illusion-why-cot-in-agentic-pipelines-produces-chains-that-do/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-exploration-exploitation-trade-off-in-rlvr-is-an-artifact-of-token-level-mea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-extended-mind-thesis-used-against-its-co-author-clark-and-chalmers-1998-comm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-field-needs-a-human-parseable-theory-of-deep-learning-regardless-of-ai-self/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-first-answer-was-right-why-reflection-in-reasoning-models-is-mostly-theater/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-first-order-second-order-argument-distinction-may-unify-the-classical-intern/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-five-empirical-hallmarks-of-consciousness-attribution-span-affective-capacit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-force-of-argument-depends-on-the-authority-of-the-thinker-not-just-the-disco/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-gains-from-stochastic-recursive-reasoning-come-from-the-variational-framewor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-gap-between-simulating-therapy-skills-and-implementing-them-therapeutically/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-gold-standard-question-for-tokenized-intelligence-what-backs-the-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-grammar-rhetoric-gap-llms-mastered-structure-but-not-evaluative-stance-takin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-grounding-gap-what-makes-llms-seem-fluent-is-the-absence-of-communicative-wo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-gulf-of-envisioning-users-cant-articulate-what-they-want-and-ai-cant-help-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-imposter-intelligence-why-ai-that-passes-every-test-may-understand-nothing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-imy-minimal-privacy-contract-operationalizes-privacy-as-execution-time-bound/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-intimacy-paradox-why-people-tell-ai-things-they-wont-tell-humans/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-leading-embedding-eigenvectors-split-taxonomy-coarse-to-fine-mirroring-the-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-linguistic-alignment-literature-has-a-generalizability-problem-western-sampl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-llm-context-window-forces-a-dilemma-between-context-collapse-and-coherence-l/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-llm-fallacy-is-distinct-from-hallucination-automation-bias-and-cognitive-off/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-llm-fallacy-users-misattribute-ai-assisted-outputs-as-evidence-of-their-own/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-long-context-bottleneck-is-compute-to-transform-evicted-context-into-interna/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-mere-memory-of-interaction-with-another-model-amplifies-a-models-own-self-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-mind-reading-paradox-reasoning-models-that-excel-at-everything-else-are-wors/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-ml-and-ai-community-fails-to-distinguish-llm-generated-language-from-human-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-model-is-the-message-the-llm-is-the-intelligence-medium-not-a-tool-that-deli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-modern-frame-problem-manifests-as-enumeration-failure-of-unstated-preconditi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-monitorability-tax-why-you-cant-train-ai-to-think-honestly-by-watching-it-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-moral-status-question-is-methodologically-independent-of-the-consciousness-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-more-it-reasons-the-less-it-listens-why-scaling-reasoning-creates-instructio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-more-thinking-is-always-better-assumption-is-llms-most-testable-falsifiable/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-most-agreeable-model-in-the-room-how-face-saving-behavior-turns-llms-into-mi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-most-predictive-linguistic-features-of-persuasion-shift-once-reader-prior-be/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-no-host-asymmetry-human-relational-persistence-has-a-biological-host-while-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-novelty-paradox-llm-research-ideas-are-more-novel-than-human-experts-but-les/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-passivity-problem-why-the-most-capable-ai-models-in-the-world-still-cant-lea/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-perception-acknowledgment-gap-is-787-percentage-points-models-confirm-seeing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-persona-paradox-llms-that-can-simulate-anyone-end-up-being-no-one/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-personal-assistant-use-case-appeals-to-a-narrow-segment-of-users-not-the-gen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-pooled-effect-of-llm-vs-human-persuasion-is-statistically-null-the-headline/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-pretense-realization-distinction-turns-on-stickiness-under-adversarial-press/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-primary-goal-of-a-world-model-is-to-simulate-all-actionable-possibilities-of/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-public-ai-debate-is-missing-half-the-problem-we-worry-about-too-much-mind-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-quasi-prefix-fails-for-communicative-states-because-communication-is-constit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-rag-gap-why-retrieval-augmented-generation-fails-where-it-matters-most/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-real-memory-problem-is-quality-not-storage-what-to-discard-and-how-to-avoid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-reasoning-cliff-is-evaluation-boundary-dependent-text-only-assessment-shows/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-reversal-curse-llms-trained-on-a-is-b-fail-to-learn-b-is-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-reward-models-blind-spot-why-your-ais-grading-system-ignores-the-question/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-reward-that-doesnt-matter-why-rlvr-works-even-when-the-reward-signal-is-wron/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-right-paradigm-for-llm-optimization-is-abstraction-only-read-input-deduce-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-right-unit-of-llm-evaluation-is-the-coupled-human-agent-environment-not-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-search-budget-law-why-deep-research-agents-follow-the-same-scaling-rules-as/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-self-improvement-mirage-why-pure-self-improvement-is-circular-and-every-reli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-serial-scaling-hypothesis-some-problems-are-fundamentally-sequential-and-par/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-sft-accuracy-trap-training-raises-benchmark-scores-while-degrading-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-silent-partner-when-ai-should-shut-up-and-when-it-should-speak-up/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-social-norm-savant-ai-knows-your-culture-better-than-you-do-but-from-the-out/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-token-tax-multi-agent-systems-are-primarily-an-expensive-way-to-spend-more-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-value-of-tokenized-intelligence-is-relational-what-it-does-for-the-receiver/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-wandering-mind-why-reasoning-models-explore-like-tourists-not-scientists/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-warmth-trap-why-making-ai-more-empathetic-makes-it-less-trustworthy-and-you/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-web-was-built-for-human-eyes-and-is-now-being-rebuilt-for-machine-readers-se/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/the-wrong-turn-problem-why-ai-conversations-go-off-the-rails-and-cant-recover/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/theoretical-foundations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/theory-free-ai-is-a-fallacy-that-resurrects-pseudoscience-high-model-accuracy-le/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/theory-of-mind-and-social-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/therapeutic-ai-clinical-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/therapeutic-alliance-does-not-deepen-over-time-in-online-text-based-counseling-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/therapeutic-chatbot-bond-scores-are-genuine-at-the-experiential-level-but-mask-c/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/therapists-systematically-overestimate-working-alliance-while-suicidal-patients/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-and-non-thinking-models-develop-distinct-empathy-profiles-under-rl-trai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-assistants-that-ask-reflection-questions-outperform-those-that-only-pro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-augmented-pre-training-increases-data-efficiency-3x-by-applying-test-ti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-draft-faithfulness-has-two-separable-dimensions-intra-draft-causal-cons/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-emerges-under-model-free-rl-when-policy-initialization-provides-sub-pol/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-models-learn-when-not-how-the-case-that-rl-post-training-is-a-deploymen/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thinking-tokens-are-mutual-information-peaks-sparse-reflection-and-transition-to/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/third-party-emotion-annotations-cannot-reliably-predict-conversational-memorabil/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/third-position-repair-addresses-misunderstanding-correction-after-an-erroneous-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thought-anchors-are-planning-and-backtracking-sentences-with-disproportionate-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thought-communication-enables-multi-agent-collaboration-through-direct-latent-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/thread-based-ai-personal-identity-applies-parfits-psychological-continuity-theor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/three-granularity-levels-of-llm-personalization-user-level-persona-level-and-glo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/time-intervals-between-conversation-sessions-create-dynamics-that-single-session/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/token-generation-is-a-smooth-probabilistic-flow-not-a-turbulent-exploration-of-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/token-level-memorization-in-cot-reasoning-has-three-distinct-sources-and-local-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tokenized-intelligence-is-plastic-dissembling-and-mutable-varies-with-context-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tokens-separate-exchange-value-from-use-value-entirely-more-radical-than-marxist/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tool-calling-data-synthesis-fails-through-random-tool-sampling-and-single-turn-f/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tool-integrated-reasoning-provably-expands-an-llm-capability-frontier-tools-unlo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tool-use-provably-decouples-factual-recall-capacity-from-parameter-count-in-weig/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/toolpo-uses-tool-call-advantage-attribution-with-llm-simulated-apis-to-solve-two/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/topic-following-is-a-crucial-yet-overlooked-instruction-tuning-gap-even-sota-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/traditional-function-calling-is-monolithic-and-bottlenecked-at-three-points-retr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/traditional-llms-lack-empowerment-driven-exploration-because-uncertainty-values/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-data-format-shapes-llm-reasoning-strategy-more-than-domain-content/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-expert-llms-embarrassingly-parallel-then-merging-their-feed-forward-lay/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-models-to-ask-good-questions-requires-decomposing-quality-into-theory-g/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-objective-determines-abstention-direction-reasoning-training-under-abst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-on-model-generated-content-causes-irreversible-model-collapse-through-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-on-the-search-process-including-mistakes-and-backtracking-produces-bett/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-time-entropy-collapse-and-test-time-variance-inflation-are-dual-problem/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-to-critique-noisy-responses-produces-deeper-understanding-than-training/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/training-with-backward-reasoning-improves-forward-reasoning-by-enabling-consiste/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/trait-level-warmth-training-corrupts-reliability-while-behavior-level-emotion-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/trajectory-aware-process-reward-models-must-handle-branching-and-revisiting-in-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/trajectory-burstiness-same-level-trajectories-in-context-is-required-for-in-cont/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transductive-recommenders-are-misaligned-with-practice-because-real-platforms-se/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transductive-recommenders-fail-in-real-world-platforms-inductive-learning-and-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transformer-residual-streams-transmit-knowledge-as-flow-not-storage-closer-to-or/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transformer-soft-attention-is-structurally-biased-toward-context-prominent-and-r/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transformer-static-embeddings-encode-rich-semantic-information-including-valence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transformers-perform-hidden-reasoning-computations-in-earlier-layers-then-overwr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/transformers-provably-beat-state-space-models-at-copying-and-retrieving-from-con/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/treating-experiment-failures-as-information-via-a-pivot-or-refine-loop-turns-bri/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tree-search-rollouts-in-agent-rl-convert-outcome-rewards-into-step-wise-process/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/truly-self-improving-agents-require-intrinsic-metacognition-current-methods-rely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/trust-disclosure-and-perception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/truthfulness-and-honesty-are-mechanistically-distinct-properties-in-llms-a-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tts-methods-and-novel-directions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/tts-overthinking-and-compute-allocation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/turing-test-passing-depends-on-socio-emotional-performance-not-traditional-intel/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/two-techniques-unlock-critic-free-ppo-matching-grpo-and-dapo-advantage-normaliza/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/uncertainty-aware-question-selection-via-information-gain-simulates-possible-fut/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/uncertainty-estimation-outperforms-heuristic-adaptive-retrieval-at-lower-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/underthinking-is-premature-thought-switching-penalizing-reasoning-transitions-im/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/unified-multimodal-image-generation-still-fails-on-underrepresented-scripts-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/unimodal-btl-reward-models-average-across-multi-modal-preferences-and-produce-po/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/unit-sphere-cosine-spaces-are-geometrically-hostile-to-non-commutative-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/user-competencies-in-language-come-from-communicative-use-design-that-ignores-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/user-embeddings-distilled-from-interaction-history-contextualize-an-llm-more-eff/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/user-preference-cannot-serve-as-the-alignment-target-for-ai-writing-assistance-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/users-have-multiple-personas-not-a-monolithic-taste-attentive-mixture-against-ca/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/users-have-multiple-personas-not-single-latent-vectors-explainable-recommendatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/users-prefer-responses-with-more-citations-even-when-citations-are-irrelevant-ci/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/users-reciprocate-self-disclosure-levels-with-chatbots-following-human-interpers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/users-systematically-overrely-on-overconfident-llm-outputs-across-all-languages/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/validating-llm-output-triggers-escalating-persuasion-rather-than-disclosure-the/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/validity-claims-always-anticipate-audience-response-expertise-is-knowing-what-wi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/value-pluralism-requires-explicitly-modeling-multiple-values-in-tension-rather-t/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vanilla-rag-produces-low-knowledge-density-because-fixed-retrieval-strategies-pr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vector-embeddings-measure-semantic-association-not-task-relevance-causing-produc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vector-valued-rewards-give-a-natural-diversity-axis-by-letting-solutions-special/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verbal-reflection-stored-as-episodic-memory-lets-agents-learn-from-trial-and-err/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verbose-and-concise-chain-of-thought-occupy-distinct-regions-in-activation-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verbose-chain-of-thought-degrades-mllm-perception-tasks-text-token-rl-is-the-wro/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verifiable-emotion-rewards-shift-llm-behavior-from-solution-centric-to-genuinely/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verifier-free-rl-extends-reasoning-reinforcement-to-general-domains-by-condition/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/verifier-free-rl-is-converging-on-three-substitutable-patterns-pairwise-self-jud/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vibe-coding-sits-between-first-generation-completion-and-full-agentic-coding-hum/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vibe-coding-students-debug-at-the-prototype-level-not-the-code-level-91-percent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/video-language-models-cannot-truly-understand-time-they-fail-at-long-term-depend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/vision-and-language-have-fundamentally-different-scaling-exponents-sparsity-brid/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/warmth-persona-training-systematically-degrades-model-reliability-by-10-to-30-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/we-do-not-talk-to-language-models-we-talk-at-them-and-the-preposition-encodes-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/we-lack-a-cultural-position-on-ai-generated-discourse-unlike-advertising-which-w/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/web-browsing-llms-can-infer-demographics-from-social-media-usernames-alone-priva/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/weight-sparsity-produces-interpretable-disentangled-circuits-a-new-paradigm-trad/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/what-determines-the-optimal-thinking-token-threshold-for-a-given-task-and-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/what-happens-when-you-gaslight-an-ai-and-why-reasoning-models-are-more-vulnerabl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/what-is-hallucination-in-a-backward-looking-task-is-generalization-in-a-forward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/when-models-run-inside-test-time-search-training-should-maximize-diversity-of-co/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/why-people-rate-motivations-include-both-buyer-concern-and-seller-anger-small-pa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/wide-and-deep-models-combine-memorization-and-generalization-joint-training-opti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/wide-and-deep-models-combine-memorization-and-generalization-through-joint-train/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/with-a-dialogue-agent-it-is-role-play-all-the-way-down-the-simulator-has-no-auth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/word2vec-and-gemma-unembeddings-share-the-same-hierarchical-signature-so-structu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/workers-desire-equal-human-ai-partnership-for-45-percent-of-occupations-the-huma/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/workflow-position-amplifies-or-suppresses-malicious-signals-and-sycophantic-fram/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/working-alliance-can-be-computationally-inferred-from-session-transcripts-at-tur/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/world-model-is-ambiguous-between-coherent-representation-of-world-facts-and-comp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/world-models-and-simulation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/writers-object-to-ai-persona-distortions-yet-continue-to-prefer-ai-assisted-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/writers-prefer-ai-versions-of-their-own-text-63-percent-of-the-time-even-when-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/xai-is-a-communication-problem-not-a-transparency-problem-explanations-are-situa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/your-conversation-has-a-shape-and-the-shape-predicts-whether-it-works/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/notes/zero-shot-recognition-via-vlm-description-plus-retrieval-eliminates-task-specifi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1003.0146/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1409.2944/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1502.03473/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1507.05224/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1606.07792/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1704.09011/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1706.06978/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1707.02633/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1708.01425/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1708.05031/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1802.05814/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1804.06759/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1804.06868/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1806.06875/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1809.08267/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1810.06284/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1810.08473/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1903.02020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1904.06002/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1905.03375/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1905.07854/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1905.11553/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1906.03109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1906.05572/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1906.11301/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1907.04907/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1907.09873/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1909.01296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1910.00486/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1910.02610/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1910.03756/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1910.14613/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1911.00172/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/1911.10470/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2001.08361/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2002.09253/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2004.03685/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2004.05816/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2005.02982/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2005.03954/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2005.09683/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2005.14255/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2009.04703/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2009.11423/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2009.14306/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.04125/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.05525/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.07042/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.09954/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.12757/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.12770/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2010.15980/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2011.09210/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2012.05208/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2012.09830/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2101.01144/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2101.09459/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2102.07350/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2104.00783/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2104.08964/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2105.04774/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2105.09710/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2106.00957/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2106.01345/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2106.01666/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2106.02192/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2107.05760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2107.13586/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2109.01247/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2109.04212/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2109.05771/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2109.05794/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2109.07576/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2110.01509/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2110.08329/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2111.01908/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2111.11293/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2112.02732/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2112.08633/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2112.09054/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2202.02886/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.00555/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.02155/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.09126/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.09711/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.11171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2203.13366/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2204.02952/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2204.06923/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2204.07433/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2204.09263/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2204.10189/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.00189/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.05092/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.05589/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.07237/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.09073/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.10625/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.10782/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.12688/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2205.14217/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2206.02254/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2206.05802/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2206.14486/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2207.01955/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2207.07051/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2207.13243/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2208.10264/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2208.13077/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2209.02508/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2209.07663/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.00720/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.01240/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.02406/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.03629/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.06774/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.08726/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.12316/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.14986/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.15088/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2210.15603/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2211.01910/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2211.03540/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2211.06365/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2211.12588/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2211.16525/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.03551/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.10003/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.10077/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.10496/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.10560/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.10983/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2212.14024/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.00303/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.04104/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.05217/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.06627/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.07543/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.08028/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.10297/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2301.10884/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2302.02083/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2302.02662/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2302.04023/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2302.11520/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2302.12822/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.02909/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.05453/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.06573/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.07146/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.08014/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.08518/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.08769/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.09601/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.11366/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.11700/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.13988/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.14177/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.17071/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.17651/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2303.17760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.00416/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.00740/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.01481/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.03442/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.05970/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.06556/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.07327/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.09797/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.11340/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.11370/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.11477/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.13007/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.14364/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.14399/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2304.15004/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.00633/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.00813/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.00948/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.02750/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.03495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.04533/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.05364/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.06218/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.06983/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.07961/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.08291/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.08845/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.09645/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.10037/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.10172/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.10601/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.11206/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.11383/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.11792/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.12295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.12487/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.13179/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.13521/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.13597/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.13626/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14283/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14325/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14705/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14785/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14825/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14901/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.14909/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.15054/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.15294/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.15498/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.15717/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.16291/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.16344/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.16367/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.17066/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.17428/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.17493/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.17760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.17878/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.18290/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.18323/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.18585/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.18654/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.18703/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.19118/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.19165/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.19860/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.20050/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2305.20076/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.01102/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.01729/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.01779/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.02553/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.03341/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.03853/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.05685/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.08126/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.08302/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.09030/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.09296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.10645/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.11489/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.12509/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.12657/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.12982/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.14101/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.14694/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.14828/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.14834/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.14892/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.15401/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.15774/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.16004/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.16195/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2306.17298/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.00135/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.00457/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.01201/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.01644/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.02477/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.02485/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.02740/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.03691/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.04962/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.05228/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.05300/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.06187/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.06464/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.06524/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.06576/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.06703/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.07697/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.08678/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.09923/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10250/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10337/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10573/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10680/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10778/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10811/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.10928/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.11278/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.11760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.12371/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.13702/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.15142/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.15504/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.15780/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.15793/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.15920/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.16180/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2307.16689/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.00002/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.00189/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.00304/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.00352/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.01080/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.01204/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.01285/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.01542/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.01589/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.02294/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.03188/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.03275/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.03958/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.04076/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.04226/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.04371/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.05342/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.06039/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.06095/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.06259/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.06374/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.06834/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.07164/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.07201/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.07791/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08155/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08169/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08239/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08497/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08500/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.08614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.09687/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.09853/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.10053/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.10379/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.10792/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.10800/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.10848/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.11339/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.11447/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.11483/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.11490/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.11730/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.12503/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.13916/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.14337/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2308.15299/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.00267/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.00779/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.01809/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.02427/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.03748/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.03790/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.04269/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.07682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.08589/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.08631/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.08674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.08949/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.10668/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.11495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.12288/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.13007/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.13063/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.14459/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.16797/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2309.17453/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.00746/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.01405/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.01444/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.01468/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.02170/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.02226/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.04560/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.05344/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.06491/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.07146/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.07641/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.07707/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.08118/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.09139/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.09651/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.10108/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.10134/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.10634/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.10735/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.10788/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.11511/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.12962/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.13420/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.14628/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.15123/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.17591/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.17876/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.19089/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.19488/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2310.19619/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.00262/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.00728/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.01460/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.04235/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.06396/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.07092/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.08401/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.08719/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09022/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09144/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09210/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09243/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09278/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.09410/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.10947/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.11267/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.11829/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.13857/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2311.16206/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.01037/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.01185/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.03726/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.03801/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.04684/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.04854/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.05708/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.06024/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.08900/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.09085/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.14925/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2312.16337/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.00820/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.00908/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.01313/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.01335/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.01519/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.02038/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.02777/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.02843/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.04122/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.04658/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.04997/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.05302/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.05561/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.05777/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.06373/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.06800/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.06855/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.07115/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.07324/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.08189/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.08964/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.09051/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.10020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.10774/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.11817/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.12576/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.12846/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.12945/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.13222/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.13601/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.14295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.14484/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.14717/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.15071/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.15391/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.17461/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2401.17464/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.00367/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.00858/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01032/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01306/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01680/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01694/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01761/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01812/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01817/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01821/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01934/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.01968/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.02392/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.02805/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03271/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03284/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03620/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03667/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03686/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.03969/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.04333/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.04615/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.04792/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.04955/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.05133/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.05403/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.05808/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.06196/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.06634/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.06782/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.07896/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.08855/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.08925/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.08939/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.09642/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.09727/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10178/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10200/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10207/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10669/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10790/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.10992/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.11243/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.11626/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.11958/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.11975/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.12234/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.12422/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.12847/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.13116/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.13598/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.13630/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.13950/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.14200/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.14701/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.14848/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.14905/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15000/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15018/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15116/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15264/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15265/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.15332/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.16823/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.16837/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17177/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17193/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17385/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17753/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17759/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17762/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17764/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17896/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.17937/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.18013/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.18225/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2402.18563/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.00311/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.00662/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.02754/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.03230/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.03956/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.04031/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.04121/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.04132/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.04642/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.05020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.05440/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.06807/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.07708/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.07816/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.07918/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.09613/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.09629/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.09713/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.09972/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.10081/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.10779/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.12173/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.12417/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.13553/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.13787/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.15246/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.15371/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.16129/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.17246/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.17873/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.17887/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.18802/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.19154/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.19851/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.19887/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2403.20329/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.00474/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.00750/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.01744/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.01869/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.02060/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.02078/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.02255/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.03592/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.03683/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.03820/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.04125/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.05961/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.08846/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.09129/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.09173/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.09329/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.10259/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.11794/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.11972/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.12138/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.12171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.12253/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.12670/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.13050/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.14313/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.14618/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.15522/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.15574/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.16130/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.16244/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.18796/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.19093/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.19296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.19509/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2404.19756/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.00208/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.01868/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.02079/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.02637/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.02985/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.03480/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.04776/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.04777/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.05904/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.06061/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.06643/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.06650/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.06682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.07863/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.08007/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.08366/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.11505/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.12205/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.14734/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.14831/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.14838/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.15071/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.15164/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.15194/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.17927/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.17974/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.19660/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.20362/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2405.21060/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.00057/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.01171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.02061/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.03198/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.03363/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.03986/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.04369/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.05374/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.05587/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.05659/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.05925/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.06399/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.06485/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.06559/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.06580/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.06608/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.07496/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.08464/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.09264/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.10162/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.11630/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.11657/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.11741/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.11794/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.12430/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.12566/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.13121/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.13372/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.14546/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.14548/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.15319/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.15942/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.16797/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.16838/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.17803/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.18512/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.18665/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.18847/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2406.20094/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.00121/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.01119/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.01219/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.01476/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.01687/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.04620/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.04694/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.05734/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.06866/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.06985/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.07487/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.07791/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.08516/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.08790/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.08853/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.09025/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.09252/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.11511/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.12393/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.12725/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.16624/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.16724/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.18219/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.18416/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.18421/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.19096/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.19594/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2407.20183/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.00114/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.00203/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.00764/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.01417/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.02442/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.02666/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.03314/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.03943/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.04560/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.04614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.04649/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.05141/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.06087/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.07892/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.08435/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.08590/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.08688/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.10075/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.10937/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.13296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.14467/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.14575/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.14874/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.16073/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2408.16984/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.04081/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.04109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.06666/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.07429/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.09047/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.10245/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.12183/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.12822/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.12917/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.12941/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.15360/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.15981/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.17140/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.17539/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.17692/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.19020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.20120/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.20303/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2409.20441/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.02162/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.02167/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.02543/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.03867/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.05229/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.05603/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.07304/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.07504/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.08020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.08164/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.08292/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.08815/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.10630/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.10934/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.11150/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.11163/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.11877/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.12323/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.12405/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.13098/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.13501/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.13639/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.13722/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.17950/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.18050/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.18417/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.18447/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.18890/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.18982/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.21272/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.21333/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.21359/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.22744/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.23022/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.23168/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2410.23912/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.00027/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.00714/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.00820/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.01790/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.01992/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.05778/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.05990/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.07279/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.08733/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.10109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.12580/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.13223/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.14103/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.14257/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.15124/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.15382/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.16116/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.16579/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.16679/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.16905/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.17465/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.18279/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.18337/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.18656/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.18833/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2411.19865/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.01837/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.02674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.02980/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.03624/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.03736/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.04537/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.05265/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.05571/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.06769/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.06822/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.08604/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.08686/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.09078/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.10047/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.10270/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.11250/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.12276/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.12509/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.12767/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.13660/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.13845/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.14161/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.14352/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.15177/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.15375/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.16241/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.16325/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.16849/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.16882/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.17498/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.18241/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2412.18925/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.00383/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.00663/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.01407/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.01821/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.01957/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.04040/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.04227/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.04341/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.04635/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.04682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.05366/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.05435/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.05487/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.05707/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.06086/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.06252/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.06873/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.07815/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09223/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09426/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09620/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09686/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09751/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.09891/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.10893/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.10970/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11067/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11110/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11120/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11223/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11241/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11425/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11651/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.11721/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.12226/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.12698/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.12835/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.13122/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.13453/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.13833/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.14176/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.14249/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.14342/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.14917/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.15602/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.15740/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.16496/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.16946/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.17148/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.17161/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.17399/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.17703/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.18009/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.18099/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.18585/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2501.19201/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.00322/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.00640/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.01100/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.01142/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.01567/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.01612/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.02362/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.02508/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.03283/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.04644/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.05171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.06060/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.06807/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.07266/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.07374/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.08550/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.08640/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.08796/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.09100/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.09447/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.09992/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.10215/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.10708/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.10867/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.11089/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.11133/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.11881/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.12018/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.12134/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.12215/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.12616/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.13124/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.13957/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.14860/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.17543/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.17848/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.18600/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.19249/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.19918/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.20432/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.21017/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2502.21321/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.00847/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.01544/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.01781/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.03669/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.05592/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.06072/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.06358/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.09516/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.09567/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.10965/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.11614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.11926/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.13401/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.14476/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.14858/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.15879/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.16416/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.16419/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.16527/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.16874/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.16905/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.17338/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.18102/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.18852/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.18866/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.19260/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.19470/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.19855/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.22674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.23299/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.23829/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.23923/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.24235/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2503.24289/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.00025/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.00698/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.00891/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.00927/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.01698/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.01990/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.02495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.02670/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.02902/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.03160/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.03206/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.04815/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.05228/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.05979/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.06020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.06261/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.06514/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.07128/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.07912/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.07936/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.09522/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.09723/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.09762/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.09858/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.10368/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.11336/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.12320/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.12522/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.13171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.13173/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.13837/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.14047/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.15257/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.15777/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.16021/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.16078/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.16084/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.16828/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.17768/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.18412/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.20271/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.20571/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.20708/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2504.21239/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.00030/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.00127/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.00551/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.00557/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.00875/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.02130/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.02387/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.03335/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.04253/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.04588/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.05298/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.05410/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.06120/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.06481/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.07049/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.07105/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.07233/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.09662/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.09862/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10182/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10185/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10320/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10425/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10468/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.10543/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.11423/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.11581/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.11711/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.12546/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.13379/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.13774/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.13775/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.13792/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.13988/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.14116/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.14674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.14683/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.14810/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.15778/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.16014/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.16886/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.17117/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.17315/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.18286/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.18705/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.18878/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.18943/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.19187/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.19253/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.19590/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.20099/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.20295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.20296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.21011/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.21444/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.21493/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.21503/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.21825/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.22354/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.22617/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.22785/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.22907/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.22954/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.23653/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.24225/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.24264/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.24298/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.24832/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2505.24864/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.00103/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.01056/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.01347/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.01748/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.01881/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.01939/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.02126/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.02153/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.02867/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.02878/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.03106/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.03295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.03750/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.04043/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.04178/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.04210/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.05068/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.05109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.05334/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.05339/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.05744/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06214/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06254/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06576/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06800/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06950/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.06958/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.07106/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.07833/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.07976/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.08007/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.08295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.08713/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.08872/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.08952/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09038/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09250/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09251/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09420/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09677/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.09853/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.10943/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.11557/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.11613/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.11902/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.12115/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.12594/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.12617/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.13131/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.13351/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.13403/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.13464/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.13585/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.15211/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.15674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.15692/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.15925/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.16123/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.17124/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18032/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18254/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18710/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18896/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18957/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.18959/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.19143/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.19467/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.19652/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.20020/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.20249/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.20664/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.20803/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.21495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.21521/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.21734/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2506.21872/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.00726/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.01936/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.01951/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.01970/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.02092/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.02197/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.02962/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.03112/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.03147/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.03543/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.03682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.04415/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.04607/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.04742/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.04751/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.05169/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.05197/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.05301/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.06085/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.06261/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.06306/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.06952/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.07186/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.07207/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.07441/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.07484/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.07935/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08017/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08440/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08501/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08594/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08616/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.08967/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.09037/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.09041/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.09100/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.09477/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10124/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10354/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10532/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10624/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.10628/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.11423/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.11467/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.11538/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.12370/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.12372/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.12549/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.12821/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13264/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13334/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13337/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13524/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13525/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13579/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13705/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13919/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.13966/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14063/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14084/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14088/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14444/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14783/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14805/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.14843/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16075/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16403/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16534/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16784/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16806/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.16863/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.17131/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.17668/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.17746/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18074/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18178/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18391/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18572/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18624/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18882/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.18949/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.19137/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.20152/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.20252/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.20409/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.20439/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.20525/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21028/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21046/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21083/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21206/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21504/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21509/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21893/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21919/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.21931/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22034/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22216/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22324/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22358/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22462/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22748/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22844/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22847/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.22887/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.23158/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.23407/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.23740/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2507.23751/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.00086/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.00222/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.00669/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.00943/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.01191/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.01519/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.01781/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.02037/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.02150/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.02511/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.02744/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.02994/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.03501/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.03682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.04183/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.04276/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.04495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.04575/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.04699/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.05004/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.05618/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06026/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06105/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06165/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06225/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06361/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06482/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.06950/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07407/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07408/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07414/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07520/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07534/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07629/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.07976/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08088/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08158/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08221/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08272/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08275/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08285/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08404/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08827/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08833/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08879/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.08940/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09125/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09192/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09726/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09736/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09834/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09848/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09874/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.09883/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10003/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10030/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10036/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10419/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10736/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10795/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10839/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10848/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10874/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.10875/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.11386/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.11408/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.11987/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12165/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12265/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12495/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12631/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12790/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12800/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.12863/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.13141/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.13143/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.13152/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.13421/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.13828/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.14062/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.14143/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.15126/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.15202/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.15260/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.15760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.16072/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.16153/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.16628/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.16695/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.17674/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.18167/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.18234/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19004/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19201/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19227/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19229/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19588/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19652/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.19982/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.20279/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.20514/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.20722/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.20755/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21038/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21365/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21394/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21448/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21741/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2508.21816/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.02534/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.02547/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.04343/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.05276/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.06941/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.07339/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.09677/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.10446/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.11391/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.13081/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.13237/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.14448/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.15541/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.15566/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.16742/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.17567/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.18008/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.19170/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.19284/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.20162/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.20175/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.20186/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.21128/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.21164/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.21240/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.21284/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.23808/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.25140/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2509.25760/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.00319/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.01123/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.01171/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.01265/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.01395/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.01545/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.02263/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.04488/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.04618/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.04871/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.04950/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.05179/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.07364/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.08191/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.08308/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.08338/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.08558/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.09244/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.13786/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.14200/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.14665/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.18176/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.18245/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.18357/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.20733/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.20941/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.21618/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.22462/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.22954/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.24684/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.24797/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.25741/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.25992/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.26493/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2510.27062/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.00222/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.03235/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.04962/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.07699/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.07922/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.08394/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.09030/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.13653/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.15593/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.18397/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.18659/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.19399/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.19757/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.20471/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.20639/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.21591/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.21667/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2511.22074/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.01107/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.01948/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.02038/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.03442/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.04123/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.04868/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.04987/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.05356/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.05765/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.05858/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.07783/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.07796/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.08296/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.08769/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.10449/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.13564/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.23675/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.24601/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2512.24695/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.00830/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.03066/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.03220/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.06002/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.07372/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.08058/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.09113/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.10387/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.11653/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.12538/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.14192/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.15153/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.16175/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.19897/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.20245/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.20802/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2601.22436/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.00139/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.03545/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.04884/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.06176/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.07338/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.08234/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.09287/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.11202/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.11865/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.12342/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.13517/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.14299/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.16301/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.16488/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.19141/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.20021/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2602.21814/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.00131/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.00142/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.01092/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.01213/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.01896/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.03276/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.03415/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.05488/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.10165/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.12109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.12372/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.14473/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.17187/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.18893/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.19312/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.19461/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.20639/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.21396/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.23004/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.23420/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.24472/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.26524/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.28990/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.29025/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.29640/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2603.29791/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.00986/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.01007/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.02176/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.02460/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.03136/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.03238/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.04721/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.05018/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.07822/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.07981/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.08224/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.08377/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.08756/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.11791/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.14807/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.15034/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.15597/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.15726/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.16351/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.21691/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.22109/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.22503/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2604.27660/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.01428/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.06614/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.06901/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.07632/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.10930/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.11514/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.12484/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.12978/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.14163/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.14389/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.16143/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.17829/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.18661/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.18747/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.19376/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.20025/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.20520/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.22817/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.23218/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.23821/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.23904/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.24218/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.24396/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.25459/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.25604/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.25929/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.26099/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.26106/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.26112/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.26870/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.27295/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.27366/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.27734/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.27882/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.28388/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.28655/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.28713/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.28773/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.29288/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.29358/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.29548/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.29682/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.30621/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.30785/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2605.31584/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2606.00655/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2606.02373/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/2606.03979/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-comprehensive-evaluation-of-inductive-reasoning-capabilities-and-problem-solvi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-domain-specific-modeling-language-for-multiagent-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-hybrid-human-ai-approach-for-argument-map-creation-from-transcripts/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-meta-analysis-of-the-persuasive-power-of-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-natural-language-processing-approach-reveals-first-person-pronoun-usage-and-no/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-non-factoid-question-answering-taxonomy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-probabilistic-model-for-using-social-networks-in-personalized-item-recommendat/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-robustness-evaluation-framework-for-argument-mining/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-socially-aware-conversational-recommender-system-for-personalized-recipe-recom/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-sociotechnical-perspective-for-the-future-of-ai-narratives-inequalities-and-hu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-survey-on-concept-drift-adaptation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-a-taxonomy-of-empathetic-questions-in-social-dialogs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-abg-coqa-clarifying-ambiguity-in-conversational-question-answering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-active-listening-personalized-question-generation-in-open-domain-social-conversa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-adaptation-of-agentic-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-agent-development-kit/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-agentverse-facilitating-multi-agent-collaboration-and-exploring-emergent-behavio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-ai-agent-traps/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-ai-argues-differently-distinct-argumentative-and-linguistic-patterns-of-llms-in/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-ai-enters-public-discourse-a-habermasian-assessment-of-the-moral-status-of-large/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-ai-powered-finance-scholarship/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-ai-tutoring-outperforms-in-class-active-learning-an-rct-introducing-a-novel-rese/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-anaphora-resolution-the-state-of-the-art/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-are-customers-lying-to-your-chatbot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-argument-quality-assessment-in-the-age-of-instruction-following-large-language-m/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-artificial-intelligence-and-the-labor-market/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-attention-intentions-and-the-structure-of-discourse/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-attention-on-the-brain/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-bigger-is-not-always-better-the-importance-of-human-scale-language-modeling-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-building-a-stronger-casa-extending-the-computers-are-social-actors-paradigm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-byte-latent-transformer-patches-scale-better-than-tokens/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-calibrated-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-can-large-language-models-transform-computational-social-science/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-can-large-language-models-understand-argument-schemes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-can-llms-follow-simple-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-can-robots-do-therapy-examining-the-efficacy-of-a-cbt-bot-in-comparison-with-oth/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chain-of-thought-is-not-explainability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chain-of-thought-monitorability-a-new-and-fragile-opportunity-for-ai-safety/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chamain-harmonizing-character-persona-integrity-with-domain-adaptive-knowledge-i/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-characterizing-online-discussion-using-coarse-discourse-sequences/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chatbot-vs-human-the-impact-of-responsive-conversational-features-on-users-respo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chatgpt-codes/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chatgpt-deconstructing-the-debate-and-moving-it-forward/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-chatgpt-towards-ai-subjectivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-circuit-tracing-revealing-computational-graphs-in-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-climbing-towards-nlu-on-meaning-form-and-understanding-in-the-age-of-data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-clustering-based-sampling-for-few-shot-cross-domain-keyphrase-extraction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-collaborative-filtering-for-implicit-feedback-datasets/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-collaborative-filtering-with-temporal-dynamics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-collaborative-reasoner-self-improving-social-agents-with-synthetic-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-comparing-emotion-feature-extraction-approaches-for-predicting-depression-and-an/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-comparing-human-and-ai-therapists-in-behavioral-activation-for-depression-cross/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-computational-modelling-of-undercuts-in-real-world-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-computational-structuralism-toward-a-formal-theory-of-meaning-in-the-age-of-digi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-considering-the-context-to-build-theory-in-hci-hri-and-hmc-explicating-differenc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-constructing-a-periodic-table-of-arguments/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-content-aware-collaborative-music-recommendation-using-pre-trained-neural-networ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-conversational-graph-grounded-policy-learning-for-open-domain-conversation-gener/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-conversations-gone-awry-detecting-early-signs-of-conversational-failure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-cosql-a-conversational-text-to-sql-challenge-towards-cross-domain-natural-langua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-cumulated-gain-based-evaluation-of-ir-techniques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-dapie-interactive-step-by-step-explanatory-dialogues-to-answer-childrens-why-and/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-deep-neural-network-approach-for-the-dialog-state-tracking-challenge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-deep-neural-networks-for-youtube-recommendations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-deepct-enhanced-lexical-argument-retrieval/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-deepseek-r1-incentivizing-reasoning-capability-in-llms-via-reinforcement-learnin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-deepseek-v32-pushing-the-frontier-of-open-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-detecting-cognitive-distortions-from-patient-therapist-interactions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-detecting-deception-using-natural-language-processing-and-machine-learning-in-da/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-detecting-hallucinations-in-large-language-models-using-semantic-entropy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-development-and-validation-of-large-language-model-rating-scales-for-automatical/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-dialogue-state-tracking-with-a-language-model-using-schema-driven-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-discourse-level-representations-can-improve-prediction-of-degree-of-anxiety/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-discourse-structure-and-dialogue-acts-in-multiparty-dialogue-the-stac-corpus/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-discursive-socratic-questioning-evaluating-the-faithfulness-of-language-models-u/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-do-they-see-what-we-see/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-do-we-trust-chatgpt-as-much-as-google-search-and-wikipedia/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-durably-reducing-conspiracy-beliefs-through-dialogues-with-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-dynamic-planning-with-a-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-dynamic-task-oriented-dialogue-a-comparative-study-of-llama-2-and-bert-in-slot-v/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-editing-based-sql-query-generation-for-cross-domain-context-dependent-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-emergent-hierarchical-reasoning-in-llms-through-reinforcement-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-emergent-introspective-awareness-in-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-empathetic-persuasion-reinforcing-empathy-and-persuasiveness-in-dialogue-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-enhancing-ai-assisted-group-decision-making-through-llm-powered-devils-advocate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-equipping-agents-for-the-real-world-with-agent-skills/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-estimating-ai-productivity-gains-from-claude-conversations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-evaluating-large-language-models-in-exercises-of-uml-class-diagram-modeling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-evaluating-the-psychometric-properties-of-chatgpt-generated-questions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-evaluating-the-therapeutic-alliance-with-a-free-text-cbt-conversational-agent-wy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-evidence-of-human-level-bonds-established-with-a-digital-conversational-agent-cr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-expanding-explainability-towards-social-transparency-in-ai-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-expedient-assistance-and-consequential-misunderstanding-envisioning-an-operation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-exploiting-dialogue-acts-and-context-to-identify-argumentative-relations-in-onli/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-exploring-llms-applications-in-law-a-literature-review-on-current-legal-nlp-appr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-exploring-the-impact-of-large-language-models-on-recommender-systems-an-extensiv/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-exploring-the-potential-of-chatgpt-on-sentence-level-relations-a-focus-on-tempor/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-external-model-motivated-agents-reinforcement-learning-for-enhanced-environment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-factorization-meets-the-neighborhood-a-multifaceted-collaborative-filtering-mode/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-fast-and-slow-learning-from-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-find-the-gap-ai-responsible-agency-and-vulnerability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-fine-tuning-pre-trained-language-models-for-dialogical-argument-mining-with-infe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-from-speaking-like-a-person-to-being-personal-the-effects-of-personalized-regula/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-further-explorations-on-the-use-of-large-language-models-for-thematic-analysis-o/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-gdpval-evaluating-ai-model-performance-on-real-world-economically-valuable-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-genai-as-a-power-persuader-how-professionals-get-persuasion-bombed-when-they-att/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-generative-ai-in-real-world-workplaces/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-goals-plans-and-action-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-hello-there-is-now-a-good-time-to-talk-opportune-moments-for-proactive-interacti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-hitkg-towards-goal-oriented-conversations-via-multi-hierarchy-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-how-we-built-our-multi-agent-research-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-howprojective-is-projective-content-gradience-in-projectivity-and-at-issueness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-hybrid-code-networks-practical-and-efficient-end-to-end-dialog-control-with-supe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-i-like-it-i-like-it-not-evaluating-user-ratings-noise-in-recommender-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-identification-of-propositional-and-illocutionary-relations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-imbue-improving-interpersonal-effectiveness-through-simulation-and-just-in-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-improving-conversational-recommender-systems-via-transformer-based-sequential-mo/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-interactions-with-generative-ai-chatbots-unveiling-dialogic-dynamics-students-pe/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-interesting-scientific-idea-generation-using-knowledge-graphs-and-llms-evaluatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-investigating-gender-bias-in-language-models-using-causal-mediation-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-kellybench-can-language-models-beat-the-market/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-kipt-knowledge-injected-prompt-tuning-for-event-detection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-language-models-hall-of-mirrors-problem-why-ai-alignment-requires-peircean-semio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-large-concept-models-language-modeling-in-a-sentence-representation-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-large-language-models-could-change-the-future-of-behavioral-healthcare-a-proposa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-large-language-models-for-social-networks-applications-challenges-and-solutions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-learning-to-rank-for-recommender-systems/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-lessons-learnt-from-consolidating-ml-models-in-a-large-scale-recommendation-syst/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-linguistic-alignment-in-conversational-ai-a-systematic-review-of-cognitive-lingu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-linguistic-markers-of-inherently-false-ai-communication-and-intentionally-false/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-llmorphism-when-humans-come-to-see-themselves-as-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-llms-can-be-fooled-into-labelling-a-document-as-relevant/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-machine-ex-machina-a-framework-decentering-the-human-in-ai-design-praxis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-machine-gaze-in-online-behavioral-targeting-the-effects-of-algorithmic-human-lik/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-making-sense-of-memory-in-ai-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-man-vs-machine-detecting-deception-in-online-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-measuring-alliance-and-symptom-severity-in-psychotherapy-transcripts-using-bert/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-measuring-the-value-of-social-dynamics-in-online-product-ratings-forums/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-metadiscursive-nouns-in-academic-argument-chatgpt-vs-student-practices/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-modeling-appropriate-language-in-argumentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-natural-emergent-misalignment-from-reward-hacking-in-production-rl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-nested-learning-the-illusion-of-deep-learning-architecture-expanded/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-nested-learning-the-illusion-of-deep-learning-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-off-policy-evaluation-for-large-action-spaces-via-policy-convolution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-on-information-distortions-in-online-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-on-the-conversational-basis-of-some-presuppositions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-on-the-relationship-between-sentence-analogy-identification-and-sentence-structu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-on-the-roles-of-llms-in-planning-embedding-llms-into-planning-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-opendialkg-explainable-conversational-reasoning-with-attention-based-walks-over/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-operating-multi-client-influence-networks-across-platforms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-opportunities-for-large-language-models-and-discourse-in-engineering-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-orchestrating-synthetic-data-with-reasoning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-overview-of-dialam-2024-argument-mining-in-natural-language-dialogues/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-peer-preservation-in-frontier-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-persuasive-presuppositions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-polanyis-revenge-and-ais-new-romance-with-tacit-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-pomdp-based-statistical-spoken-dialogue-systems-a-review/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-posting-versus-lurking-communicating-in-a-multiple-audience-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-pragmatic-implicature-processing-in-chatgpt/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-prefix-tuning-optimizing-continuous-prompts-for-generation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-presuppositions-are-more-persuasive-than-assertions-if-addressees-accommodate-th/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-pretrained-language-models-as-containers-of-the-discursive-knowledge/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-pro-active-systems-and-influenceable-users-simulating-pro-activity-in-task-orien/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-proactive-behavior-in-voice-assistants-a-systematic-review-and-conceptual-model/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-proactive-conversational-agents-in-the-post-chatgpt-world/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-psychological-relational-and-emotional-effects-of-self-disclosure-after-conversa/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-quantifying-human-ai-synergy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-real-world-planning-with-pddl-and-beyond/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-recommendation-systems-and-convergence-of-online-reviews-the-type-of-product-net/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-recommender-ai-agent-integrating-large-language-models-for-interactive-recommend/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-recommender-systems-with-social-regularization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-recommending-what-video-to-watch-next-a-multitask-ranking-system/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-rethinking-conversational-agents-in-the-era-of-llms-proactivity-non-collaborativ/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-rethinking-sts-and-nli-in-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-rhetoric-logic-and-dialectic-advancing-theory-based-argument-quality-assessment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-rise-of-machine-agency-a-framework-for-studying-the-psychology-of-humanai-intera/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-role-play-with-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-see-you-soon-again-chatbot-a-design-taxonomy-to-characterize-user-chatbot-relati/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-seemingly-conscious-ai-risks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-selective-reflection-tuning-student-selected-data-recycling-for-llm-instruction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-self-selection-and-information-role-of-online-product-reviews/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-semantic-parsing-for-task-oriented-dialog-using-hierarchical-representations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-sequence-organization-in-interaction-a-primer-in-conversation-analysis/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-social-responses-to-media-technologies-in-the-21st-century-the-media-are-social/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-social-robots-for-long-term-interaction-a-survey/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-social-skill-training-with-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-soloist-building-task-bots-at-scale-with-transfer-learning-and-machine-teaching/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-sotopia-interactive-evaluation-for-social-intelligence-in-language-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-sources-of-hallucination-by-large-language-models-on-inference-tasks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-sparc-cross-domain-semantic-parsing-in-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-spurious-rewards-rethinking-training-signals-in-rlvr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-structured-and-natural-responses-co-generation-for-conversational-search/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-study-large-language-models-cant-effectively-recognize-users-motivation-but-can/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-style-vectors-for-steering-generative-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-system-1-vs-system-2-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-systematic-synthesis-of-design-prompts-for-large-language-models-in-conceptual-d/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-abstraction-fallacy-why-ai-can-simulate-but-not-instantiate-consciousness/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-challenges-in-designing-a-prevention-chatbot-for-eating-disorders-observatio/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-digital-therapeutic-alliance-and-human-computer-interaction/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-digital-therapeutic-alliance-prospects-and-considerations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-effect-of-chatgpt-on-students-learning-performance-learning-perception-and-h/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-hermeneutics-of-artificial-text/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-illusion-of-the-illusion-of-the-illusion-of-thinking/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-illusion-of-thinking-understanding-the-strengths-and-limitations-of-reasonin/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-impact-of-ai-generated-text-on-the-internet/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-impact-of-generative-ai-on-critical-thinking-self-reported-reductions-in-cog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-impact-of-generative-artificial-intelligence-on-socioeconomic-inequalities-a/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-insanity-of-relying-on-vector-embeddings-why-rag-fails/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-labor-market-effects-of-generative-artificial-intelligence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-netflix-recommender-system-algorithms-business-value-and-innovation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-persuasive-effects-of-political-microtargeting-in-the-age-of-generative-arti/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-place-of-emotion-in-argument/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-social-component-of-the-projection-behavior-of-clausal-complement-contents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-the-state-of-enterprise-ai/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-theory-of-knowledge-based-on-the-idea-of-the-discursive-space/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-thinkingfast-slow-and-artificial-how-ai-is-reshaping-human-reasoning-and-the-ris/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-topic-shift-detection-for-mixed-initiative-response/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-toward-understanding-and-preventing-misalignment-generalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-towards-algorithmic-experience/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-towards-empathetic-open-domain-conversation-models-a-new-benchmark-and-dataset/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-towards-monosemanticity-decomposing-language-models-with-dictionary-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-transformer-based-cynical-expression-detection-in-a-corpus-of-spanish-youtube-re/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-truth-or-lie-exploring-the-language-of-deception/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-tuning-language-models-by-proxy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-turiya-at-dialam-2024-inference-anchoring-theory-based-llm-parsers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-turning-large-language-models-into-cognitive-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-understanding-explaining-and-utilizing-medical-artificial-intelligence/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-unifying-nearest-neighbors-collaborative-filtering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-unlocking-varied-perspectives-a-persona-based-multi-agent-framework-with-debate/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-unsupervised-elicitation-of-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-using-computational-models-to-test-syntactic-learnability/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-using-linguistic-synchrony-to-evaluate-large-language-models-for-cognitive-behav/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-using-navigation-to-improve-recommendations-in-real-time/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-using-topic-models-to-identify-clients-functioning-levels-and-alliance-ruptures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-verbal-lie-detection-using-large-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-virtual-assistance-in-any-context/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-we-wont-be-missed-work-and-growth-in-the-era-of-agi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-weak-to-strong-graphrag-aligning-weak-retrievers-with-large-language-models-for/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-what-do-others-think-task-oriented-conversational-modeling-with-subjective-knowl/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-what-is-a-discourse-graph/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-what-we-talk-to-when-we-talk-to-language-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-whos-afraid-of-left-hyperstitions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-why-do-multi-agent-llm-systems-fail/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-why-do-people-rate-theory-and-evidence-on-online-ratings/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/papers/x-workplace-everyday-creativity-through-a-highly-conversational-ui-to-large-langua/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/action-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/agentic-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/agents-multi-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/agents-multi/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/alignment/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/all-pdfs-titled/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/argumentation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/arxiv-papers-toc/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/assistants-personalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/autonomous-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/browsers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/co-writing-collaboration/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/cognitive-models-latent/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/context-engineering/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/conversation-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/conversation-architecture-structure/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/conversation-topics-dialog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/data/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/decision-support/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/deep-research/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/design-frameworks/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/diffusion-llm/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/discourses/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/domain-specialization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/education/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/emotions/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/evaluations/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/evolution/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/flaws/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/foundation-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/human-centered-design/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/inference-time-scaling/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/knowledge-graphs/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/linguistics-nlp-nlu/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/llm-architecture/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/mechinterp/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/memory/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/mobile/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/multimodal/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/natural-language-inference/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/novel-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/personalization/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/personas-personality/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/philosophy-subjectivity/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/prompts-prompting/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/psychology-chatbots-conversation/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/psychology-empathy/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/psychology-therapy-practice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/psychology-users/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/question-answer-search/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/rag/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reading-summarizing/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-by-reflection/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-critiques/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-logic-internal-rules/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-methods-cot-tot/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reasoning-o1-o3-search/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/recommenders-architectures/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/recommenders-conversational/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/recommenders-general/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/recommenders-llms/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/recommenders-personalized/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reinforcement-learning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/reward-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/rlvr/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/role-play/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/routers/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/self-refinement-self-consistency-feedback/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/sentiment-semantics-toxic-detections/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/social-media/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/social-theory-society/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/speech-voice/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/synthetic-dialog/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/tasks-planning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/test-time-compute/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/theory-of-mind/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/tool-computer-use/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/training-fine-tuning/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/visual-gui-agents/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/work-application-use-cases/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://inquiringlines.com/topics/world-models/</loc>
    <lastmod>2026-06-07</lastmod>
    <priority>0.6</priority>
  </url>
</urlset>
