Ayush Noori

KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning

In clinical practice, physicians refrain from making decisions when patient information is insufficient. This behavior, known as abstention, is a critical safety mechanism preventing potentially harmful misdiagnoses. Recent investigations have reported the application of large language models (LLMs)…