AI findings in biology

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

By verification grade

1 of 6 carry an independent check. Open the review queue.

All findings in the registry, sortable by column.
DateFindingLabModelVerificationAutonomyField
2025-09-17 AI-generated bacteriophage genomes that replicate and kill bacteria Arc Institute / Stanford University Evo 1 and Evo 2 Author verified AI-led biology
2025-05-01 Candidate treatment for dry age-related macular degeneration FutureHouse Robin (multi-agent) Claimed AI-led biology
2025-02-19 AI co-scientist hypotheses on antimicrobial resistance and liver fibrosis Google AI Co-Scientist (Gemini 2.0 multi-agent) Author verified AI-assisted biology
2025-01-16 A working fluorescent protein generated by a language model EvolutionaryScale ESM3 (98B) Peer reviewed AI-led biology
2024-05-08 Joint structure prediction for proteins, nucleic acids and ligands (AlphaFold 3) Google DeepMind / Isomorphic Labs AlphaFold 3 Peer reviewed AI-led biology
2021-07-15 Accurate protein structure prediction across the known proteome (AlphaFold2) Google DeepMind AlphaFold2 Independently checked AI-led biology

← The whole registry, 52 findings