Stress-testing medical large language models reveals latent safety pathology beyond benchmark accuracy

Yuan Shen, Xiaojun Wu, Linghua Yu

Large language models (LLMs) are entering clinical practice based on benchmark accuracy that may fail to detect safety-relevant failure modes. Here we present AI-MASLD, a stress-au…