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AI is transforming materials discovery, but turning digital predictions into physical reality remains a major challenge. Join Artem Mishchenko of Google DeepMind for a look at how experimental-first AI, automated laboratories, and high-fidelity data—including negative results—could reshape the future of materials discovery.