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Jo Marchant writes for Nature that MIT researchers have developed a machine learning model that was used to discover an antibiotic that works against a wide range of bacteria. People keep finding the same molecules over and over,” says Prof. James Collins. “We need novel chemistries with novel mechanisms of action.”