“Researchers developed an uncertainty-guided approach to teach LLMs how to acquire clinical evidence strategically over time, rather than assuming all patient information is immediately available. This advancement addresses a critical gap in AI diagnostic systems by modeling the realistic, sequential nature of medical decision-making, potentially improving clinical AI accuracy and efficiency.”