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AI findings in chemistry

Every finding in the registry filed under chemistry, with what each one claims and how solid the evidence is.

By verification grade

0 of 4 carry an independent check. Open the review queue.

All findings in the registry, sortable by column.
DateFindingLabModelVerificationAutonomyField
2026-10-15 RFdiffusion3 designs active phosphotriesterases and transthyretin-specific zinc proteases zero-shot Institute for Protein Design, University of Washington RFdiffusion3 Peer reviewed Search scaffold chemistry
2025-02-13 Enzymes with working catalytic machinery designed from scratch Institute for Protein Design, University of Washington RFdiffusion with PLACER ensemble scoring Peer reviewed Search scaffold chemistry
2023-12-20 A language-model agent that planned and ran chemistry experiments on lab robots Carnegie Mellon University GPT-4 (Coscientist agent) Peer reviewed AI-led chemistry
2023-12-20 A new structural class of antibiotic candidates against MRSA MIT / Broad Institute / Harvard Ensembles of graph neural networks with substructure attribution Peer reviewed Search scaffold chemistry

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