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This article examines the behavioral economics of AI adoption in the workplace, specifically focusing on how productivity gains from AI tools can trigger fears of job displacement and lead workers to underutilize technology. While it references historical industrial management practices, its core analysis centers on the human factors and strategic implications of integrating AI into professional workflows rather than the underlying algorithms or quantum mechanics.
The question behind AI panic: What happens to me if it works?

Workers may hide AI gains when working faster makes them look replaceable. Employers need to give them a reason to share.
Imagine your boss praising a report you finished with AI. A job that once took an afternoon was done in an hour. You checked the result, and it was good. Do you mention the AI? Tell your boss, and you might become the person everyone turns to for help with the new technology. Better assignments could follow, perhaps a pay rise or promotion. Keep quiet, and you can enjoy being seen as unusually good at your job. But there is another possibility. Your boss looks at what you have done and…
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