Generative AI is significantly transforming the field of medicine, presenting both opportunities and challenges. Traditional FDA regulations are struggling to keep pace with the rapid evolution of AI models like ChatGPT, which have numerous applications that constantly evolve. Experts argue that an innovative regulatory framework is necessary to effectively train and test these AI systems. AI tools are being utilized in various healthcare tasks, including diagnoses, treatment planning, and resource management. However, a robust regulatory framework is critical to ensure public safety. Thought leaders, including Matt Kasman and Ross A. Hammond, emphasize the need for responsible AI use and the development of new regulatory approaches to address these challenges.