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Wharton researchers Steven Shaw and Gideon Nave coined 'cognitive surrender' to describe people deferring to AI even when wrong. Their study found participants accepted incorrect AI answers 80% of the time and reported 11.7% higher confidence. The proposed Tri-System Theory adds AI-assisted cognition as System 3, which may weaken human thinking through disuse.
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