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cs.CL2026
Challenges of Auditing: Variability in Outputs of Large Language Models for Health
Yuan Pu, Yewon Chang, Furong Jia +4
People increasingly use frontier AI models for health advice, but via different access modes (e.g., ChatGPT, ChatGPT Health, APIs) with varying settings. Here, we find systematic d…
cs.CL2026
MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication
Sraavya Sambara, Yuan Pu, Ayman Ali +3
Real-world health questions from patients often unintentionally embed false assumptions or premises. In such cases, safe medical communication typically involves redirection: addre…