In this talk, Mike explores how AI can support innovative pedagogy. He discusses the potential for future research into generative AI for education based on a new science of learning with AI – by including an understanding of the cognitive and social processes of learning with AI, exploring future roles for AI in education, and developing generative AI systems that have long term memory, set explicit goals and explain their reasoning.