AI findings from Google DeepMind

Every finding in the registry credited to Google DeepMind, with what each one claims and how solid the evidence is.

All findings in the registry, sortable by column.
DateFindingLabModelVerificationAutonomyField
2026-05-21 Nine Erdős problems and 44 OEIS conjectures proved with machine-checked proofs Google DeepMind AlphaProof Nexus (LLM + Lean) Formally verified Search scaffold mathematics
2026-01-15 Structure in Bruhat intervals of permutation groups Google DeepMind AlphaEvolve (Gemini-based) Independently checked Search scaffold mathematics
2025-11-03 AlphaEvolve across 67 problems: 20 improvements, 8 regressions Google DeepMind AlphaEvolve (Gemini-based) Independently checked Search scaffold mathematics
2025-09-17 New families of unstable singularities in fluid equations Google DeepMind (with Brown, NYU and Stanford) Physics-informed neural networks with Gauss–Newton optimisation Author verified Search scaffold mathematics
2025-07-21 Gold-medal standard at the 2025 International Mathematical Olympiad Google DeepMind Gemini Deep Think (advanced version) Independently checked AI-led mathematics
2025-05-14 4×4 complex matrix multiplication in 48 scalar multiplications Google DeepMind AlphaEvolve (Gemini-based) Independently checked Search scaffold computer-science
2025-05-14 Improved lower bound for the 11-dimensional kissing number Google DeepMind AlphaEvolve (Gemini-based) Independently checked Search scaffold mathematics
2025-05-14 Improved bound for the Erdős minimum-overlap problem Google DeepMind AlphaEvolve (Gemini-based) Independently checked Search scaffold mathematics
2024-11-20 A neural decoder that identifies quantum errors more accurately than hand-designed methods Google DeepMind / Google Quantum AI AlphaQubit Peer reviewed AI-led physics
2024-07-25 Silver-medal standard at the 2024 International Mathematical Olympiad Google DeepMind AlphaProof + AlphaGeometry 2 Independently checked AI-led mathematics
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
2024-01-17 Olympiad geometry solved without human demonstrations Google DeepMind AlphaGeometry Peer reviewed Search scaffold mathematics
2023-12-14 New lower bound constructions for the cap set problem Google DeepMind FunSearch (PaLM 2 / Codey) Peer reviewed Search scaffold mathematics
2023-12-14 Improved heuristics for online bin packing Google DeepMind FunSearch (PaLM 2 / Codey) Peer reviewed Search scaffold computer-science
2023-11-29 Large-scale prediction of new stable crystalline materials (GNoME) Google DeepMind GNoME (graph neural network) Disputed Search scaffold materials
2023-11-14 Medium-range weather forecasts from a graph neural network beat the operational physics model Google DeepMind GraphCast Peer reviewed AI-led climate
2023-09-19 Pathogenicity predictions for 71 million human missense variants Google DeepMind AlphaMissense Peer reviewed AI-led medicine
2023-06-07 Faster sorting routines discovered and merged into the LLVM C++ library Google DeepMind AlphaDev (AlphaZero-based) Independently checked Search scaffold computer-science
2022-10-05 Faster matrix-multiplication algorithms found by reinforcement learning Google DeepMind AlphaTensor (AlphaZero-based) Peer reviewed Search scaffold computer-science
2022-02-16 Deep reinforcement learning controls tokamak fusion plasma Google DeepMind DeepMind RL controller Peer reviewed Search scaffold physics
2021-12-01 Two theorems found by machine pattern-spotting in knot theory and representation theory Google DeepMind (with Oxford and Sydney) Supervised networks with gradient-based attribution Peer reviewed AI-assisted mathematics
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