This podcast episode focuses on the potential and challenges of leveraging large language models (LLMs) in the medical field. It explores the developments, considerations, evaluation methods, and potential applications of AI in healthcare, emphasizing the importance of privacy, patient care, and ethical implications. The discussion highlights the need for careful alignment of LLMs to specific medical domains and addresses the challenges of evaluating AI performance as models become more capable. Overall, the episode provides valuable insights into the current state and future prospects of AI in healthcare.