Wharton researchers warn AI triggers cognitive surrender

Strong thesis, useful concept, and very on-brand for the current AI discourse, but it should be treated as a preprint-level warning rather than a final verdict.

• –The core idea is memorable: users may stop just "using" AI and start deferring judgment to it.
• –The paper’s value is in naming a behavior pattern that many people have probably observed anecdotally.
• –The risk is overgeneralization: the strongest claims depend on study design, task type, and how much users already trust AI.
• –If validated further, this is more important for UX and product design than for model quality alone.