Abstract: Demis Hassabis will discuss the capabilities and power of self-learning systems. He will illustrate this with reference to some of DeepMind’s recent breakthroughs (AlphaGo, AlphaZero, AlphaStar, AlphaFold), and talk about the implications of cutting-edge AI research for scientific and philosophical discovery.