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Explore the intersection of mathematics, software engineering, and artificial intelligence in this illuminating lecture on machine-checked proofs and formal methods. Delve into the Lean proof assistant, a powerful tool designed to address the increasing complexity in mathematical proofs and software verification. Learn about Lean's extensible architecture, its significant contributions to mathematics, and its role in groundbreaking projects like the Liquid Tensor Experiment. Discover how this innovative system is shaping mathematical education and advancing AI applications in mathematics. Gain insights from Leonardo de Moura, a leading expert in automated reasoning and theorem proving, as he discusses the impact of formal methods on the future of mathematical research and software development.