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The award recognizes a 2020 deep learning result: halicin, a candidate identified from a model trained on about 2,500 molecules and shown to kill several drug-resistant bacteria. The "first AI-discovered antibiotic" framing is widely cited, but the article is an institutional announcement, so its claims about milestones and speed (weeks instead of years) come from the authors' side. For AI readers, the substance is the screening-plus-experimental-validation pipeline, not the prize.
Regina Barzilay and Jim Collins win Pritzker Prize for AI and Science Research Excellence for work in AI-enabled antibiotic discovery
The MIT professors collaborated to identify the first AI-discovered antibiotic, a scientific breakthrough that is widely recognized as a milestone in AI-driven drug discovery.
Regina Barzilay, MIT’s School of Engineering Distinguished Professor of AI and Health, and James Collins, MIT’s Termeer Professor of Medical Engineering and Science, are the recipients of the 2026 Pritzker Prize for AI in Science Research Excellence. The award recognizes their joint work in “pioneering AI-enabled antibiotic discovery,…
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