10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli

The podcast explores the groundbreaking AI project AlphaGo, tracing its origins and impact on the broader field of artificial intelligence. It highlights AlphaGo's initial challenge of mastering the game of Go, considered unsolvable due to its complexity, and its evolution into AlphaZero, which surpassed human knowledge by learning solely from the game's rules. Move 37 is discussed as a key moment, exemplifying AI's potential to expand human understanding. The conversation further explores how the innovations from AlphaGo, particularly in search algorithms and policy networks, have been applied to solve complex scientific problems like protein folding and optimizing matrix multiplication, leading to advancements in areas such as large language models and algorithm discovery.