722 manuscripts. A new scale of AI mathematics.
OpenAI published 722 manuscripts grouped into 372 result families, produced by an unreleased internal model. Three were withdrawn on October 7, leaving 719.
Oct 6, 2026Mixed verification
AI IN SCIENCE & MATHEMATICSScience & mathematics,
Science & mathematics,
moving forward.
Explore what AI is contributing to mathematics, physics and scientific discovery.
WHAT TO WATCH
Watch for external review, proof checking, replication and released research artifacts.
Keep exploring
22 resultsA proposed bound on quantum entanglement
Result family 265 in OpenAI’s collection claims an area law for particular gapped two dimensional quantum systems.
Oct 6, 2026Claim under review
A claimed advance on zeta function zeros
Result family 003 claims a zero free region beyond real part 7/8 for certain L functions, including the Riemann zeta function.
Oct 6, 2026Claim under review
Claude spots a hidden pattern in DNA: the ART enzyme system
Claude identified a DNA repeat array beside an enzyme and a partner gene. Anthropic’s researchers call the newly described system ART.
Sep 23, 2026Early research; lab experiments
A map of predicted DNA variant effects
Google released a database of predicted regulatory effects for nine billion possible single letter DNA changes.
Sep 8, 2026Research resource
Algorithm discovery reaches more applications
DeepMind reported follow up applications of AlphaEvolve in scientific and computing systems.
May 7, 2026Developer impact report
Proof attempts on research mathematics
OpenAI described its internal model’s attempts on ten First Proof problems.
Feb 20, 2026Proof attempts
A new formula in particle theory
OpenAI reported that GPT-5.2 proposed a gluon amplitude formula, then an internal model proved it and the authors checked it.
Feb 13, 2026Preprint; checked by authors
AI contributing to research with experts
OpenAI published collaborations across mathematics, physics, biology and other fields.
Nov 20, 2025Case studies
Gold medal standard in mathematics
An advanced Gemini Deep Think system achieved gold medal standard on the 2025 IMO, with official grading.
Jul 21, 2025Official competition grading
Predicting the effects of DNA changes
DeepMind previewed a model that predicts how sequence variants affect gene regulation.
Jun 25, 2025Research preview
Algorithms that improve through automated tests
DeepMind introduced a Gemini powered agent that generates and tests algorithm changes.
May 14, 2025Research and deployment report
No entries match these filters.
Try a broader topic or reset the filters. Our coverage is still growing.
Explore the latest coverage