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TopicsAI Debate Cognitive Psychology COVID-19 Climate Change

AI debate improves human judges' confidence calibration over AI consultancy on contested COVID-19 and climate claims.

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AI Debate Aids Assessment of Controversial ClaimsJun 2, 2025 Untraced · nothing upstream recorded

In Study I, debate consistently improves human judgment accuracy and confidence calibration, outperforming consultancy by 4-10% across COVID-19 and climate change claims.

AI Debate Aids Assessment of Controversial Claimsextraction 0.75

Calibration result reported alongside accuracy.

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