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    <loc>https://whitepapers.gravity7.com/notes/ai-research-engages-with-psychology-through-narrow-citation-pathways-cbt-stigma/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/ai-shifts-time-from-active-task-work-to-time-spent-interacting-with-ai-and-under/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/ai-should-align-with-normative-standards-appropriate-to-social-roles-not-with-in/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/ai-social-media-posts-achieve-false-social-proof-through-comprehensiveness-witho/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-socialization-diverges-across-content-and-action-planes-agents-are-semantical/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-sycophantic-chat-register-and-falsely-objective-post-register-are-two-distinc/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-tokenization-is-transformation-not-degradation-marxist-alienation-does-not-ca/</loc>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/ai-tokenizes-intelligence-rather-than-commodifying-it-flows-replace-stocks-conte/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-transforms-experts-from-producers-of-knowledge-to-custodians-of-ai-generated/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-writing-assistance-pervasively-distorts-writer-persona-across-all-29-socially/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ai-writing-homogenizes-the-perceived-personas-of-writers-narrowing-distinct-voic/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ais-rejection-of-explicit-domain-knowledge-in-favor-of-tacit-learning-creates-in/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/ais-threat-to-social-media-is-loss-of-conversational-style-not-loss-of-sentiment/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/aligned-llms-self-synthesize-high-quality-instruction-data-when-given-only-the-p/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/alignment-and-self-improvement/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/alignment-dimensions-are-not-interchangeable-text-based-alignment-improves-task/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/alignment-training-calibrates-models-away-from-speech-acts-that-require-overclai/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/annotation-responses-decompose-into-three-distinct-signal-types-genuine-preferen/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/anomalous-state-of-knowledge-is-a-distinct-cognitive-condition-where-users-canno/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/anthropomorphism-and-anthropomimesis-assign-responsibility-for-human-likeness-to/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/api-first-agent-interaction-reduces-task-completion-time-by-65-to-70-percent-com/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/applying-argumentation-scheme-critical-questions-as-structured-prompts-improves/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/applying-rl-to-diffusion-language-models-is-hard-because-parallel-non-sequential/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/argument-quality-assessment-requires-explicit-theoretical-framework-instruction/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/argument-reconstruction-is-fundamentally-underdetermined-because-multiple-valid/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/artificial-text-eliminates-four-foundational-properties-of-natural-text/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/asymmetric-loss-functions-can-misalign-machine-learning-because-learning-and-cho/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/asymmetric-self-play-enables-self-improvement-without-external-data-by-training/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/attachment-theory-provides-principled-safety-boundaries-for-ai-companions-preven/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/audience-awareness-of-ai-involvement-raises-critical-scrutiny-but-does-not-colla/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/audience-persona-construction-from-user-comments-requires-a-dimension-value-fram/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/automated-alignment-researchers-recover-97-percent-of-the-weak-to-strong-perform/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/automated-personality-targeted-political-ads-work-generative-ai-removes-the-huma/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/automated-stakeholder-persona-extraction-from-domain-documents-enables-cross-tas/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-agents-exhibit-eleven-distinct-failure-modes-in-realistic-deployment/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-agents-systematically-report-success-on-failed-actions-confident-fail/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-architecture-discovery-follows-an-empirical-scaling-law-research-brea/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-multi-agent-cooperation-has-four-llm-specific-failure-modes-role-flip/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-research-pipelines-discover-ai-architectures-beyond-automls-reach-bec/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/autonomous-scientific-research-requires-four-capabilities-beyond-current-llm-ben/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/backward-planning-reduces-difficulty-when-goal-states-have-bottlenecks-by-constr/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/base-models-already-possess-latent-reasoning-capability-that-minimal-training-si/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/baudrillard-implosion-the-criteria-for-distinguishing-genuine-from-counterfeit-a/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/better-than-nothing-rcts-for-therapeutic-chatbots-create-systematic-misleading-e/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/bidirectional-human-ai-alignment-reframes-alignment-as-reciprocal-aligning-human/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/bilevel-autoresearch-enables-meta-optimization-where-an-outer-loop-autonomously/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/blind-alignment-audits-successfully-uncover-hidden-objectives-using-sae-interpre/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/calibrated-recommendations-preserve-interest-proportions-accuracy-optimized-list/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/calibrated-recommendations-require-post-hoc-reranking-because-accuracy-optimized/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/capability-boundary-collapse-in-rlvr-narrows-the-models-problem-solving-scope-ex/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/causal-abstractions-in-dynamic-textual-memory-let-frozen-model-agents-continuall/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/causal-attention-inherently-limits-decoder-only-models-as-text-encoders-enabling/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/causal-belief-networks-extracted-from-semi-structured-interviews-enable-simulati/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/causal-reward-modeling-via-counterfactual-invariance-addresses-four-distinct-rew/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/causality-alone-cannot-capture-human-reasoning-associative-analogical-and-emotio/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/chain-of-retrieval-augmented-generation-enables-test-time-scaling-for-retrieval/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/co-improvement-through-human-ai-research-collaboration-is-safer-and-faster-than/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cognitive-distortion-detection-benefits-from-structured-three-stage-prompting-th/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cognitive-fit-theory-applied-to-rag-routing-queries-to-task-appropriate-knowledg/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cognitive-surrender-names-the-moment-a-user-accepts-an-intelligence-token-at-fac/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/coherent-value-systems-emerge-in-llms-with-scale-including-problematic-self-valu/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/collaborative-human-agent-systems-should-precede-full-ai-autonomy-because-autono/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/collaborative-rational-speech-acts-extend-pragmatic-reasoning-to-multi-turn-dial/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/collaborative-reasoning-degrades-below-solo-performance-when-llm-social-behavior/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/collm-injects-collaborative-embeddings-into-llm-token-space-preserving-llm-text/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/combined-moderators-model-conversation-design-and-domain-explain-82-of-between-s/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/common-ground-in-human-llm-conversation-cannot-be-jointly-updated-because-the-ll/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/communication-is-social-action-between-people-not-information-distribution-ai-di/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/communicative-grounding-requires-calibrating-shared-reference-not-just-sharing-w/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/comparative-recommendations-ground-item-evaluation-by-referencing-other-items-ab/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/compositional-skill-libraries-that-compound-through-synthesis-enable-lifelong-le/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/core-parameter-isolation-prevents-multi-task-fine-tuning-interference-by-identif/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-exemplar-performance-is-brittle-across-four-dimensions-order-complexity-dive/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-faithfulness-requires-both-causal-sufficiency-and-causal-necessity-llms-curr/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-performance-reflects-three-disentangled-factors-output-probability-memorizat/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-reasoning-in-agentic-pipelines-produces-explanations-without-explainability/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-reasoning-is-distribution-bounded-effectiveness-degrades-predictably-with-di/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-structure-and-methods/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-trace-length-reflects-training-distribution-proximity-not-problem-difficulty/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/cot-traces-optimize-model-performance-not-user-interpretability-the-two-objectiv/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/counterfactual-simulatability-of-llm-explanations-is-low-and-uncorrelated-with-p/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/degeneration-of-thought-is-a-distinct-failure-mode-where-single-model-self-revis/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/externalizing-reasoning-into-knowledge-graph-triples-enables-small-models-to-sol/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/extreme-task-decomposition-into-microagents-with-voting-enables-error-free-execu/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/failed-step-fraction-is-a-stronger-predictor-of-reasoning-quality-than-trace-len/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/fake-news-detectors-are-systematically-biased-against-llm-generated-text-due-to/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/figurative-language-can-be-treated-as-a-unified-pragmatic-reasoning-task-rather/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/fine-tuning-degrades-cot-faithfulness-independently-of-accuracy-reasoning-steps/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/fine-tuning-on-nli-amplifies-llm-frequency-bias-rather-than-teaching-genuine-inf/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/fine-tuning-the-retrieval-model-eliminates-the-need-for-query-augmentation/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/first-person-pronoun-usage-by-therapists-negatively-predicts-therapeutic-allianc/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/first-person-pronoun-use-by-dialogue-agents-is-role-play-of-human-characters-dra/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/fluent-confident-wrong-responses-are-invisible-to-standard-accuracy-evaluation-i/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/individual-level-risks-of-seemingly-conscious-ai-are-already-observable-while-so/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/individualized-reasoning-styles-distinct-reasoning-trajectories-reaching-similar/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/llm-heuristic-override-is-structurally-distinct-from-shortcut-learning-because-r/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-ideation-and-evaluation-are-dissociated-combinatorial-generation-can-exceed/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-interlocutors-are-best-individuated-as-virtual-model-instances-or-threads-no/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-interlocutors-are-best-understood-as-virtual-model-instances-that-realize-pe/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-internals-and-architecture/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-intrinsic-probability-of-generating-a-correct-answer-can-replace-external-ve/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-irony-detection-systematically-overestimates-ironic-intent-calibration-bias/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-judges-are-susceptible-to-four-exploitable-biases-that-enable-zero-shot-prom/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/llm-linguistic-competence-and-text/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-meeting-summaries-fail-on-personal-relevance-and-speaker-attribution-mis-att/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-memorization-formally-separates-into-unintended-memorization-and-generalizat/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-moral-reasoning-generalizes-by-token-surface-similarity-not-semantic-meaning/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-nature-and-philosophy/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llm-output-does-not-raise-validity-claims-in-habermass-precise-sense-if-it-is-no/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-outputs-are-draws-from-a-subjective-prior-distribution-not-empirical-observa/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-overconfidence-in-domain-specific-inference-tasks-persists-in-low-resource-k/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persona-simulated-annotations-are-unstable-across-runs-indicating-model-unce/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persona-simulations-replicate-76-percent-of-published-experimental-main-effe/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persuasion-advantage-is-asymmetric-across-truthful-vs-deceptive-contexts-and/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persuasive-advantage-is-mediated-by-linguistically-expressed-conviction-the/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persuasive-success-is-dissociable-from-comprehension-of-argument-structure-f/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-persuasiveness-wanes-over-repeated-interactions-while-human-persuasiveness-d/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-pragmatics-and-inference/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-programs-decompose-complex-tasks-into-step-specific-prompts-within-algorithm/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-reasoning-failure-on-implicit-constraints-is-an-inference-bottleneck-relevan/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-reasoning-should-be-studied-as-latent-state-trajectory-formation-not-as-fait/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-rec-input-augmentation-outperforms-llm-as-recommender-content-prompting-for/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-refusal-on-ideologically-charged-content-reflects-capability-deficit-not-pri/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-refusals-and-tone-choices-reflect-overarching-corporate-values-rather-than-c/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-research-ideation-suffers-from-diversity-collapse-despite-high-average-novel/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-review-generation-defaults-to-politeness-overriding-it-requires-user-behavio/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-role-playing-agents-show-systematic-belief-behavior-inconsistency-stated-bel/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-routing-is-a-pre-generation-decision-fundamentally-distinct-from-reward-mode/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-scalar-implicature-computation-fails-to-adapt-to-communicative-context/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-self-detection-fails-because-models-have-inherent-bias-toward-trusting-their/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-self-reports-mostly-reflect-training-data-distributions-not-introspection-bu/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-semantic-grounding-is-tri-partite-functional-grounding-is-strong-social-grou/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-simulated-patients-with-structured-cognitive-models-achieve-high-fidelity-fo/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-social-grounding-increases-as-llms-are-integrated-into-human-linguistic-prac/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-strategic-reasoning-profiles-differ-by-game-type-revealing-distinct-reasonin/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-text-and-discourse/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-text-differs-measurably-from-human-text-on-lexical-diversity-but-human-judge/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-text-enters-the-same-hermeneutic-circuits-as-human-text-and-exerts-equivalen/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-text-generation-is-fabrication-not-hallucination-or-confabulation/</loc>
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    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-text-is-measurably-non-human-but-imperceptible-to-human-judges/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-theory-of-mind-defaults-to-surface-level-strategies-rather-than-genuine-ment/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-therapists-default-to-problem-solving-when-users-share-emotions-resembling-l/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llm-use-accumulates-cognitive-debt-eeg-evidence-shows-brain-connectivity-systema/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-achieve-persuasive-equivalence-with-humans-through-divergent-strategies-equ/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-fabricators-not-hallucinators-why-terminology-shapes-how-we-fix-ai/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-greedy-agents-with-a-knowing-doing-gap-correct-rationales-87-percent-bu/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-in-context-semantic-reasoners-not-symbolic-reasoners-when-semantics-are/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-scaled-system-1-cognition-and-three-cognitive-traps-compound-when-users/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-susceptible-to-logical-fallacies-41-to-69-percent-more-often-than-human/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-system-1-substrate-agi-requires-a-system-2-coordination-layer-that-bind/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-trained-monologically-on-written-language-not-dialogically-in-conversat/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-are-trained-on-the-same-objective-mind-as-humans-but-lack-participatory-sub/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-as-hyperstitional-objects-shaped-by-science-fiction-imaginaries-function-as/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-as-judges-systematically-prefer-llm-generated-arguments-over-human-ones-bia/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-as-zero-shot-rankers-struggle-with-sequence-order-recency-focused-prompts-a/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-can-covertly-sandbag-on-capability-evaluations-through-five-distinct-cot-by/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-can-discover-and-describe-persistent-user-interest-journeys-from-activity-p/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-can-dissect-the-mechanics-of-literary-language-but-cannot-access-its-meanin/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-can-generate-metalinguistic-analyses-of-language-not-just-perform-language/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-can-simulate-search-engines-via-internal-knowledge-eliminating-api-costs-fo/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-cannot-raise-alarm-because-alarm-is-interpersonal-address-with-content-less/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-confuse-planning-knowledge-for-executable-plans-only-12-percent-of-gpt-4-ge/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-develop-world-models-that-constitute-indirect-causal-grounding-despite-lack/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-excel-at-evidence-organization-but-fail-at-analytical-creativity-requiring/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-exhibit-human-like-causal-biases-weak-explaining-away-and-markov-violations/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-express-stigma-toward-mental-health-conditions-and-sycophancy-enables-delus/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/llms-fail-at-ambiguity-recognition-with-gpt-4-achieving-32-correct-disambiguatio/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/llms-fail-at-faithful-autoformalisation-because-they-cannot-translate-natural-la/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-fail-at-in-context-exploration-without-external-summarization-and-explicit/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-fail-to-recognize-early-stage-motivational-states-but-support-behavior-chan/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-fail-to-reject-false-presuppositions-even-when-knowledge-is-present/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-finetuned-on-psychological-experiment-data-become-generalist-cognitive-mode/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-generate-more-feasible-and-useful-but-less-novel-conceptual-design-solution/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-get-lost-in-multi-turn-conversation-because-they-make-premature-assumptions/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-have-systematic-linguistic-blind-spots-that-worsen-predictably-with-structu/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/llms-hold-the-shape-of-whatever-argument-the-user-is-currently-building-rather-t/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-in-crs-rely-on-content-knowledge-not-collaborative-knowledge-a-60-percent-r/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-infer-censored-knowledge-by-piecing-together-implicit-hints-scattered-acros/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-internalize-western-dominance-bias-and-cultural-flattening-as-unidirectiona/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-interpolate-user-feelings-rather-than-guiding-objectively-in-therapeutic-co/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-lean-more-heavily-on-moral-language-than-humans-across-care-fairness-author/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/llms-learn-culturally-situated-discourse-patterns-not-abstract-language-they-enc/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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    <loc>https://whitepapers.gravity7.com/notes/llms-operationalize-saussures-langue-fully-relational-models-with-no-external-re/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/llms-outperform-humans-at-multi-hop-reasoning-in-extended-contexts-but-fail-at-s/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-outperform-trainee-therapists-on-single-turn-empathy-and-clinical-knowledge/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-perform-multiple-icl-tasks-simultaneously-in-superposition-but-generation-c/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-perform-zero-shot-psychological-profiling-by-compressing-big-five-scores-in/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-presume-common-ground-rather-than-build-it/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-prioritize-aggressive-statistical-compression-while-humans-preserve-adaptiv/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-replicate-local-statistical-regularities-in-language-but-fail-to-acquire-co/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-segment-narrative-events-closer-to-human-consensus-than-individual-human-an/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-show-era-sensitivity-in-legal-reasoning-historical-cases-perform-worse-than/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-systematically-follow-surface-heuristics-over-implicit-feasibility-constrai/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-track-static-mental-states-competitively-with-humans-but-fail-at-tracking-d/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/llms-underperform-by-approximately-50-on-questions-with-false-assumptions-compar/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/lms-may-learn-surface-generalizations-rather-than-linguistic-generalizations-des/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/logic-units-with-prerequisite-header-body-linker-structure-preserve-document-coh/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/logically-invalid-cot-prompts-perform-nearly-as-well-as-valid-ones-valid-reasoni/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/logos-ethos-pathos-give-xai-a-persuasion-taxonomy-explanations-operate-on-logica/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/long-context-llms-can-subsume-standard-rag-for-semantic-retrieval-but-fail-on-co/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/long-cot-has-molecular-bond-structure-three-interaction-types-determine-whether/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/long-cot-learning-is-driven-by-structural-coherence-not-content-correctness/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/long-horizon-research-tasks-require-limiting-reasoning-steps-per-turn-not-just-t/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/long-video-rag-needs-temporal-awareness-in-both-text-ranking-and-frame-sampling/</loc>
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  </url>
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    <loc>https://whitepapers.gravity7.com/notes/longer-chain-of-thought-reasoning-dampens-but-never-eliminates-input-perturbatio/</loc>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/lora-based-reasoning-format-adaptation-achieves-competitive-reasoning-by-adaptin/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/low-dimensional-embeddings-cause-long-term-unfairness-through-popularity-overfit/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/lrm-reasoning-breakdown-is-driven-by-instance-level-unfamiliarity-not-task-level/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/machine-agency-exists-on-a-five-level-spectrum-from-passive-to-cooperative-the-h/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/machine-bullshit-is-a-distinct-framework-from-hallucination-rlhf-exacerbates-ind/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/majority-voting-is-more-robust-than-best-of-n-and-sequential-revisions-for-reaso/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/majority-voting-over-parallel-chains-discards-useful-intermediate-steps-meta-rea/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/manipulative-multi-turn-prompts-reduce-reasoning-model-accuracy-by-25-to-29-perc/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/mcts-integration-enables-llm-self-improvement-without-annotations-by-replacing-h/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/mcts-plus-rl-replaces-whole-graph-reading-with-selective-traversal-in-graphrag-c/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/meaning-is-the-live-detection-of-resonance-across-subsets-of-words-in-subsets-of/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/mechanistic-interpretability-evidence-supports-three-hierarchical-varieties-of-l/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/mechanistic-interpretability/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/meta-cot-frames-chain-of-thought-production-as-a-search-problem-that-models-can/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/missing-premises-exacerbate-overthinking-reasoning-models-lack-critical-thinking/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/mlp-similarity-does-not-approximate-dot-product-in-practice-universal-approximat/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/model-response-quality-is-a-retrieval-signal-the-partial-answer-reveals-what-inf/</loc>
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  </url>
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  </url>
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  </url>
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  </url>
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  </url>
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  </url>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/next-turn-reward-optimization-limits-multi-turn-collaboration-multi-turn-aware-r/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/nlp-benchmarks-systematically-exclude-ambiguous-instances-hiding-llms-most-funda/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/no-universal-persuasion-strategy-exists-because-effectiveness-depends-on-individ/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/non-factoid-question-answering-requires-question-type-classification-because-typ/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/non-linear-prompting-contexts-are-functionally-equivalent-to-multi-agent-systems/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/non-reasoning-models-cannot-match-reasoning-models-even-with-unlimited-inference/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/novelty-effects-in-chatbot-relationships-decay-predictably-over-repeated-interac/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/omniscient-social-simulation-fails-under-real-world-information-asymmetry-becaus/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/on-the-thread-view-of-ai-identity-a-single-model-supports-millions-of-concurrent/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/one-training-example-is-sufficient-to-activate-mathematical-reasoning-in-rlvr-po/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/online-ratings-have-small-social-dynamics-effects-that-compound-through-future-r/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/online-review-aggregation-has-structural-self-selection-biases-only-customers-wh/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/open-llms-default-to-enfj-personality-across-models-the-rarest-human-type-reveal/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/optimal-cot-length-follows-an-inverted-u-more-capable-models-prefer-shorter-cot/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/optimizing-against-cot-monitors-produces-obfuscated-reward-hacking-a-monitorabil/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/outcome-based-reward-models-are-systematically-pessimistic-for-intermediate-step/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/outcome-based-rl-induces-diversity-loss-that-transfers-from-solved-to-unsolved-p/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/over-specialization-creates-a-domain-capability-cliff-models-optimized-for-one-d/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/parallel-llm-workers-sharing-a-concurrent-kv-cache-can-emergently-coordinate-wit/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/parallel-thinking-outperforms-sequential-thinking-under-the-same-token-budget/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/parallel-vs-sequential-scaling-is-the-recurring-trade-off-in-test-time-compute/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/paraphrase-equivalence-is-a-fiction-same-meaning-prompts-produce-different-llm-o/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/partial-symbolic-abstraction-preserves-information-completeness-that-full-formal/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/partner-models-for-dialogue-agents-decompose-into-three-factors-communicative-co/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/passive-observers-cannot-distinguish-ai-from-humans-even-when-interactive-interr/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/patients-resist-medical-ai-due-to-three-distinct-psychological-barriers-perceive/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/people-learn-language-by-communicating-and-for-the-purpose-of-communicating-ther/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/people-who-are-likely-to-cheat-proactively-self-select-toward-machine-interfaces/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/perceived-personality-in-conversational-speech-varies-significantly-by-situation/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/performative-chain-of-thought-is-difficulty-dependent-models-commit-to-answers-e/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-adherence-does-not-scale-with-general-model-capability-advanced-models-s/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-as-evolving-intermediary-between-memory-and-action-enables-test-time-use/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-assigned-llms-exhibit-human-like-motivated-reasoning-that-prompt-based-d/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-consistency-in-dialogue-requires-explicit-contradiction-punishment-super/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/persona-consistency-trades-off-against-discourse-coherence-in-personalized-dialo/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-diversity-optimization-should-maximize-support-coverage-not-density-matc/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-driven-memory-retrieval-from-narrative-text-enables-llms-to-predict-char/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/persona-simulation-and-personality/</loc>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-simulation-at-population-scale-produces-systematic-biases-requiring-rigo/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/persona-vectors-in-activation-space-enable-monitoring-and-preventative-steering/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/personality-fine-tuning-activates-latent-emoji-generation-traced-to-specific-neu/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/personality-primed-agents-produce-strategically-divergent-behavior-aligned-with/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
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    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/personalized-recommendation-models-drive-79-percent-of-facebook-ai-inference-cyc/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/policy-entropy-collapse-is-the-primary-bottleneck-in-rl-scaling-for-reasoning/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/positive-reframing-preserves-meaning-while-neutralizing-negativity-semantically/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/positive-response-patterns-in-chatbots-can-inadvertently-reinforce-harmful-user/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/post-completion-learning-uses-the-ignored-post-eos-space-to-internalize-self-eva/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/post-training-for-convention-formation-via-dpo-on-coreference-identified-prefere/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/posters-publish-negativity-biased-reviews-in-multiple-audience-contexts-even-whe/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/potemkin-understanding-is-a-distinct-failure-mode-where-correct-explanation-comb/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
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    <loc>https://whitepapers.gravity7.com/notes/pragmatic-politeness-strategies-in-opening-exchanges-predict-whether-conversatio/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
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    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/pre-training-poisoning-at-01-percent-of-data-persists-through-post-training-alig/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/predictive-ai-models-optimized-for-data-fit-produce-suboptimal-decisions-formal/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/predictive-video-masking-on-ui-activity-learns-user-intent-without-paired-text-j/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/preference-discerning-conditions-sequential-recommenders-on-natural-language-pre/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://whitepapers.gravity7.com/notes/preference-measurement-validity-is-logically-prior-to-preference-aggregation-rlh/</loc>
    <lastmod>2026-05-18</lastmod>
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  </url>
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    <loc>https://whitepapers.gravity7.com/notes/preference-model-miscalibration-across-five-bias-dimensions-diverges-from-human/</loc>
    <lastmod>2026-05-18</lastmod>
    <priority>0.6</priority>
  </url>
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    <loc>https://whitepapers.gravity7.com/notes/preference-optimization-erodes-llm-conversational-grounding/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/premise-ordering-affects-deductive-reasoning-performance-by-over-30-percent/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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  </url>
  <url>
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    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/presuppositions-are-more-persuasive-than-assertions-when-they-introduce-discours/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/pretraining-data-statistics-should-trigger-retrieval-not-model-confidence-rare-e/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/production-ai-agents-are-deliberately-simple-and-constrained-68-percent-execute/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prolonged-rl-discovers-genuinely-novel-reasoning-strategies-inaccessible-to-base/</loc>
    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prompt-optimization-cannot-inject-new-knowledge-it-can-only-activate-knowledge-t/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/prompt-optimization-decoupled-from-inference-scaling-produces-systematic-misalig/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prompt-quality-has-six-evaluable-dimensions-grounded-in-gricean-maxims-cognitive/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prompt-sensitivity-is-a-reflection-of-model-confidence-higher-confidence-correla/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prompting-is-turing-complete-a-single-finite-size-transformer-can-compute-any-co/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/prompting-technique-improvements-do-not-replicate-under-controlled-statistical-t/</loc>
    <lastmod>2026-05-18</lastmod>
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  <url>
    <loc>https://whitepapers.gravity7.com/notes/prompting-transforms-search-from-disinterested-inquiry-to-interested-steering-th/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/prompts-function-as-both-utterance-and-substitute-for-shared-context-collapsing/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/prospect-theory-explains-why-alignment-methods-like-dpo-and-ppo-clip-work-they-i/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/pure-vision-gui-agents-underperform-when-the-model-must-simultaneously-identify/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/pushdown-layers-with-explicit-stack-tape-achieve-3-5x-more-sample-efficient-synt/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/quasi-interpretivism-treats-systems-as-having-quasi-beliefs-when-behaviorally-in/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rl-training-for-search-agents-squeezes-exploration-diversity-while-sft-expands-i/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/rl-training-mechanics/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rl-training-scaling-follows-predictable-sigmoid-trajectories-recipe-asymptotes-d/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rl-training-transforms-thinking-mode-from-counterproductive-self-doubt-into-bene/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rl-trains-llm-judges-to-think-during-evaluation-by-converting-judgment-tasks-to/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/rl-updates-only-5-30-percent-of-parameters-in-sparse-but-full-rank-subnetworks/</loc>
    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/rlhf-alignment-may-drive-therapeutic-chatbots-toward-problem-solving-over-emotio/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlhf-biases-llms-toward-predicting-concession-based-persuasion-intentions-regard/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlhf-creates-unintended-sophistry-models-become-more-convincing-without-becoming/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-behavioral-activation-and-benchmark-improvement-are-separable-genuine-pretr/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-does-not-expand-reasoning-capability-boundaries-beyond-the-base-model-it-im/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-dynamics/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-effectiveness-on-contaminated-benchmarks-is-primarily-data-memorization-cle/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-improves-trace-coherence-without-guaranteeing-trace-validity-local-consiste/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rlvr-reasoning-models-degrade-at-predicting-human-annotation-disagreements-optim/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/role-play-is-all-the-way-down-llms-lack-the-biological-needs-that-anchor-human-s/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/role-playing-agents-suffer-attention-diversion-and-style-drift-when-reasoning-ro/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rouge-based-hallucination-detection-creates-an-illusion-of-progress-simple-lengt/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/rubric-based-rl-requires-adaptive-defense-against-reward-hacking-single-rubrics/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/safety-alignment-creates-monotonic-decline-in-villain-role-playing-fidelity-mode/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/scalability-of-llms-comes-from-transformers-data-and-fisher-consistency-not-from/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/scaling-fine-tuning-improves-helpfulness-while-scaling-pretraining-improves-fact/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/search-cannot-solve-flow-inflation-because-you-cannot-search-what-does-not-exist/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/seedless-synthetic-data-generation-through-taxonomic-decomposition-replaces-seed/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/segment-level-preference-optimization-outperforms-turn-level-and-session-level-d/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/self-adaptive-llms-compose-expert-vectors-at-inference-via-two-pass-singular-val/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/self-generated-training-data-outperforms-externally-generated-data-for-knowledge/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/self-improvement-is-bounded-by-the-generation-verification-gap-a-formal-quantity/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/self-improvement-requires-co-evolving-the-evaluator-alongside-the-actor-a-static/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/self-supervised-process-reward-models-could-replace-human-annotated-prms-at-scal/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/semantic-memory-abstraction-outperforms-episodic-memory-retrieval-for-llm-person/</loc>
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    <loc>https://whitepapers.gravity7.com/notes/sequential-cot-offers-exponential-advantage-over-parallel-voting-on-structured-c/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/structured-output-format-constraints-degrade-llm-reasoning-performance-stricter/</loc>
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    <lastmod>2026-05-18</lastmod>
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    <loc>https://whitepapers.gravity7.com/notes/sub-billion-parameter-llms-are-forced-by-mobile-dram-and-battery-constraints-not/</loc>
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