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Study on the Perception Gap Between AI Experts and the Public

·2026.05.06 01:37

Key point

There is a clear gap in how AI experts and the public perceive risks and benefits, which could lead to AI alignment problems.

Details

A study examining mental models of AI capabilities and impacts through 71 scenarios, targeting German AI experts (119 people) and the general public (1,110 people), found significant perceptual differences between the two groups.

Key Findings:

  • Perception Gap: Experts predicted a higher likelihood of AI occurrence than the public, rated risks lower and benefits higher, and showed an overall more positive attitude.
  • Differences in Value Judgment Criteria: Experts' value judgments were mainly driven by perceived benefits, whereas the public tended to place greater weight on perceived risks.
  • Points of Tension: The two groups showed similar views on areas such as medical diagnosis and use in crime, but showed clear differences of opinion in the fields of justice and political decision-making.

This perceptual divergence risks causing AI research and implementation to overlook the public's risk-related priorities, potentially resulting in 'procrustean AI' that does not align with societal needs.

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