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

2 of 11 carry an independent check. Open the review queue.

All findings in the registry, sortable by column.
DateFindingLabModelVerificationAutonomyField
2026-10-27 A shortened CAR intracellular domain designed with Claude Code Generate Biomedicines / Anthropic Not disclosed; Claude accessed through Claude Code, with no model name or version given in the announcement Claimed AI-assisted biology
2026-10-27 Claude-generated antibody designs that dislodge receptor-bound IgE Divergence Labs / Anthropic Not disclosed; no model name or version given in the announcement Claimed Search scaffold biology
2026-10-27 Antibody fragment leads optimised with Claude on affinity, stability and aggregation BigHat Biosciences / Anthropic Not disclosed; no model name or version given in the announcement Claimed AI-assisted biology
2026-10-20 Claude-designed protein binders against five scorpion neurotoxins Anthropic Internal Anthropic research model operating within Claude Science, not named or versioned in the post Claimed Search scaffold biology
2026-09-23 Agent-run genome survey identifies array-associated reverse transcriptases in jumbo phages Anthropic Claude Mythos 5 Claimed Collaborative biology
2025-09-17 AI-generated bacteriophage genomes that replicate and kill bacteria Arc Institute / Stanford University Evo 1 and Evo 2 Peer reviewed AI-led biology
2025-05-01 Candidate treatment for dry age-related macular degeneration FutureHouse Robin (multi-agent) Peer reviewed 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) Peer reviewed 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

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