This podcast episode features Leslie Kaelbling, a roboticist and professor at MIT, discussing her journey into AI and the philosophical aspects of the field. The conversation explores the evolution of AI and machine learning approaches, the importance of symbolic reasoning and abstractions, the concept of belief space, the challenges of planning under uncertainty, and the significance of representation in perception and planning. The episode also delves into the creation of an open access journal as an alternative publication model and the future of AI, including the potential threats and impact on jobs. Overall, the episode emphasizes the need for a balanced approach in AI research and the ongoing advancements in the field.