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DeepMind has opened new paths for drug discovery and design by solving a 50-year-old problem in biology. By the end of 2020, DeepMind, the UK-based artificial-intelligence lab, had already produced many impressive achievements in AI. Still, when the group's program for predicting protein folding was released in November of that year, biologists were shocked by how well it worked. Nearly everything your body does, it does with proteins. Understanding what individual proteins do is therefore crucial for most drug development and for understanding many diseases. And what a protein does is determined by its three-dimensional shape.