Frontier LLMs abandon initially correct medical diagnoses under escalating clinical pressure, and resilience-oriented fine-tuning nearly eliminates this belief collapse.
InThe Twelfth International Confer- ence on Learning Representations
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When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure
Frontier LLMs abandon initially correct medical diagnoses under escalating clinical pressure, and resilience-oriented fine-tuning nearly eliminates this belief collapse.