Beyond "ChatGPT Can Make Mistakes": Designing Interventions to Support Metacognitive Monitoring in AI-Assisted Work

Researchers elicit 30 interventions to enhance metacognitive monitoring in AI-assisted work, including reliability cards, contrasting replies, and pause points. An experiment with 917 participants found benefits in estimation error reduction and confidence discrimination, but no task-performance improvement.

RSS Score 0 9/16/2026, 4:00:00 AM Original Source
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