When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure

Boyu Xiao, Xiuqi Tian, Xuwen Song +4

Despite strong medical benchmark accuracy, LLMs can exhibit severe multi-turn sycophancy in clinical dialogue, abandoning initial correct diagnosis under escalating pressure. We pr…