Learning New Concepts

David discusses the evolution of AI systems from hard-coded knowledge to more flexible, autonomous learners. He highlights the importance of developing systems that can acquire new concepts and tasks independently, moving beyond traditional symbolic processing. The conversation emphasizes the need for AI to tackle complex problems by reasoning about dynamics and counterfactuals, ultimately aiming for a more sophisticated understanding of the world.