This podcast episode explores the advancements and challenges of using large language models (LLMs) in healthcare and the potential impact of AI on the medical field. The episode highlights the importance of prompt engineering in obtaining meaningful insights from LLMs and their ability to automate the reading and understanding of clinical notes. It discusses the ongoing adoption of LLMs in various healthcare applications, including ambient listening and notes generation, and the positive attitude towards AI in the healthcare industry. The episode also touches on the importance of de-identifying structured data, the changing dynamics of commercialization in AI research, and the potential use of AI in healthcare education. Overall, the episode emphasizes the potential of LLMs and AI to revolutionize medical care and improve patient outcomes.