Workers who hide their AI use often say it's to dodge stigma and job-loss fears — but who's really hiding it most?

This explores whether hiding AI use is tied to fear of being replaced, and whether people who hide it worry more or differently than those who use it openly. The short answer is that no study in the collection directly compares the job anxiety of hiders with that of open users. Several findings line up closely enough, though, to show how the two are connected. In one interview study of 1,250 people, most said AI saved them time, yet roughly 70% actively hid or downplayed using it. Their stated reasons included workplace stigma, worries about professional identity, and fear of economic displacement Why do workers hide productivity gains from AI use?. So for many people, displacement worry isn't separate from hiding. It's one of the reasons they hide.

The less obvious part is who has the most to hide. A survey of 81,000 Claude users found a U-shaped pattern. Job-loss worry was highest among people AI slowed down and among people it sped up the most, and lowest among people who saw no change Does AI productivity gain always ease job displacement fears?. Gallup's long-running panel similarly found that daily AI users report more than twice the job-elimination fear of occasional users Does frequent AI use make workers fear job loss more?. Put these together and a picture emerges. The workers getting the biggest productivity gains are the most anxious, and they're also the ones whose gains would most plainly suggest that their role could shrink. It's reasonable to read hiding as a strategy: if your boss doesn't know a task now takes you an hour instead of a day, the headcount math doesn't change.

Fear isn't the only motive, though. Across four experiments, people using AI expected others to rate them as less competent and less diligent, and said they were less willing to tell managers or colleagues about it Do people fear judgment when they use AI at work?. Interviews with knowledge workers add a twist: removing signs of AI from your work also acts as a positive signal of expertise, a way of saying "this is my skill" rather than just avoiding judgment Why do knowledge workers hide signs of using GenAI?. Workers protect cues that carry identity, like their voice and authorship, while letting signs of effort and uncertainty quietly disappear into the finished product Which workplace cues survive AI mediation and which disappear?. So some hiding is less about "I'll be replaced" and more about "I'll be seen as less valuable." These are related fears, but they aren't the same.

Hiding may also cut workers off from the thing that most reduces their fear. Gallup found that supportive management narrows the fear gap among frequent AI users by 6 to 11 percentage points Does frequent AI use make workers fear job loss more?. Concealment also reduces informal knowledge-sharing between colleagues Why do knowledge workers hide signs of using GenAI?. A worker who hides AI use can't easily get reassurance or guidance about it, so the anxiety that drives hiding may also keep it going. One contrast is worth noting: in Anthropic's data, the heaviest delegators were the most optimistic about their careers Does delegating work to AI actually damage worker skills?. That finding is only a correlation within one company's users, but it suggests that people who fully and openly commit to AI may feel differently from people who use it heavily and quietly.

The fear isn't baseless, and it isn't spread evenly. Payroll data show no economy-wide job losses from AI so far. However, young workers in AI-exposed occupations are being hired at rates 19% lower than their peers in less-exposed fields Is generative AI displacing workers at economy-wide scale?. Early-career workers also report more displacement concern Does AI productivity gain always ease job displacement fears?. If you want to test the hiding-and-anxiety link directly, the gap in the collection is clear: we need a study that asks the same people whether they hide their AI use and how afraid they are of losing their jobs.