Study

Workers who trust AI more report thinking less critically about its output

Workers who were more confident in generative AI reported less critical thinking about its output. Workers who were more confident in their own ability to do the task reported more. With AI, the thinking shifted towards checking information and fitting AI output into the work.

At a glance

Source
Lee, Sarkar, Tankelevitch, Drosos, Rintel, Banks and Wilson (2025). The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Article 1121. doi:10.1145/3706598.3713778
How it was done
Knowledge workers answered questions once, each describing real examples of using AI at work, and said how much critical thinking each task took. Survey. People answered questions once. It shows what goes together, not what causes what.
Who took part
319 knowledge workers, who gave 936 first-hand examples of using generative AI in their work.
Where
Knowledge work in many jobs; a survey by researchers at Microsoft Research.

What it found

  • Trust in the tool. The more confident a worker was in generative AI on a task, the less critical thinking the worker reported on that task.
  • Trust in oneself. The more confident a worker was in their own ability to do the task, the more critical thinking the worker reported.
  • What the thinking became. With AI, workers described less effort on producing the work. They described more on checking information, combining AI answers into the work and overseeing the task as a whole.

When the result holds

Checking AI output is the job of the person who receives it. In this survey, that check weakened as trust in the tool grew. Trust in a tool tends to grow with use.

Limits

  • Workers reported their own thinking. Nobody measured how well they checked.
  • The survey asked once. It shows what goes together, not what causes what.
  • The authors work for Microsoft, which sells AI assistants for office work. The finding runs against the company’s commercial interest.

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