FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning
Researchers introduced FaithMed, a framework that trains large language models to reason faithfully using evidence-based medicine principles. It combines clinician-designed rubrics with reinforcement learning to ensure transparent, evidence-grounded medical reasoning.