Learning When to Trust Medical Knowledge: Regression-Safe Routing for Clinical Reasoning.

arXiv:2610.19663v1 Announce Type: new Abstract: Clinical reasoning LLMs need external medical knowledge, but retrieved evidence and reasoning chains can be outdated, poisoned, or hallucinated. Harmful knowledge can cause regression: changing a correct answer i