This article details the development of AlphaProof, a system that uses reinforcement learning and the Lean programming language to automate the discovery of mathematical proofs. It highlights the success of AlphaProof in solving problems from the International Mathematical Olympiad 2024, including a challenging proof that only a few human participants achieved.