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MANIFOLD
An AI breakthrough will lead to a game-changing advance in biology
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#FuturePerfect2021 In 2020, a couple of amazing AI breakthroughs rocked the biology world. First, researchers trained a neural network to predict which molecules (out of 107 million possibilities!) would have antibacterial properties, enabling them to identify brand new types of antibiotics. Then, DeepMind’s AlphaFold system cracked the “protein folding problem,” a grand challenge of biology that had vexed scientists for 50 years. That’ll likely speed up and improve scientists’ ability to develop new drugs. The AI field is moving at such a fast clip that I think we’ll see at least one breakthrough of this magnitude in 2021. I’m talking about something that pushes biology forward by a significant margin. —SS
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