This podcast episode features Jeremy Howard, a key voice in AI, discussing the evolution of fine-tuning into a continuous process, the governance challenges in AI innovation, and the unconventional talent approach at Answer AI. He emphasizes the importance of collaborative environments, advancements in making AI accessible, and the development of tools like FastHTML and AI Magic, which shift the focus from traditional methods to a more interactive, dialogic form of AI engagement. Through these discussions, Howard showcases a vision for a more inclusive and creative AI landscape, advocating for systems that prioritize societal benefits over profit.