OpenAI Math Digest
Accessible guides to the mathematical result families in OpenAI’s math collection. Each article explains the question, its history, previous partial results, the new claims, and the ideas behind them. The intended reader knows undergraduate mathematics but need not specialize in the subject.
AI declaration
These digests are written by GPT-6-Astra. They have not been verified or checked by a human. Mathematical results are presented as claimed in the cited manuscripts. The digest process does not verify proofs or certify the correctness of results.
AI-generated explanations may contain errors. Readers can consult the linked manuscripts for the original statements and arguments. Importance scores reflect editorial judgments about the significance of the stated claims.
Family index
Family numbers follow the source catalogue. Open a category to browse its digests. Each list starts in index order; choose importance to see higher scores first, with equal scores kept in index order.
373 families digested · 17 categories
Number theory 31 families
Algebraic and complex geometry 36 families
Real and complex analysis 16 families
Convex and metric geometry 15 families
Theoretical computer science 41 families
Dynamical systems and ergodic theory 12 families
Combinatorics 37 families
Algebra 18 families
Probability and statistical mechanics 29 families
Mathematical logic 6 families
Group theory 14 families
Mathematical physics 25 families
Operator algebras 19 families
Topology 18 families
Functional analysis 11 families
Differential geometry 29 families
Partial differential equations 16 families
How to read the ratings
Importance measures relative mathematical significance across the collection: 1 is a focused contribution, 2 a useful specialized advance, 3 a substantial advance within a field, 4 a major advance with broad consequences or methods, and 5 an exceptional advance on a central problem. Ratings use the full scale as coverage grows and may be recalibrated. Each digest explains its score.
An importance rating assesses the significance of the stated result if correct. A completed digest means its exposition is ready to read; it does not indicate expert verification.
Sources
The overview introduces the families, and the manuscript map links their papers. Articles cite fixed repository revisions and record when those sources were consulted. Any discussion of formalization or expert review is attributed to its source.
Essential definitions are included in each article, with optional background links for further reading.
Recent additions
2026-10-27 — Family 378: exact counting for fixed-width satisfiability in subexponential time and polynomial space. All 373 families in the October 26 catalogue now have digests.
2026-10-26 — All 29 Differential geometry families (333–361) and all 16 Partial differential equations families (362–377), covering 78 manuscripts together.
2026-10-25 — All 25 Mathematical physics families (260–284), all 19 Operator algebras families (285–303), and all 11 Functional analysis families (322–332), covering 109 manuscripts together.
2026-10-22 — All 14 Group theory families (246–259) and all 18 Topology families (304–321), covering 48 manuscripts together.
2026-10-21 — All 12 Dynamical systems and ergodic theory families (143–154), all 18 Algebra families (193–210), and all six Mathematical logic families (240–245), covering 56 manuscripts together.
2026-10-14 — All 16 Real and complex analysis families, from 071: circle domains through 086: the trilinear Hilbert transform, and all 15 Convex and metric geometry families, from 087: Mahler volume products through 101: the sharp simplex inequality, covering 56 manuscripts together.
2026-10-12 — All 36 listed Algebraic and complex geometry families, from 032: Hodge classes and algebraic cycles through 069: quantum geometric Langlands, covering 86 current manuscripts.
2026-10-11 — The remaining 28 Probability and statistical mechanics families, from 211: critical random planar maps through 239: symmetric random sign matrices, covering 97 manuscripts. All 29 listed families in this category are now covered.
2026-10-11 — All 37 listed Combinatorics families, from 155: aperiodic tiling in three dimensions through 192: the square-root degree conjecture, covering 50 manuscripts.
2026-10-10 — All 31 Number theory families, from 001: Milne’s rationality conjecture through 031: Uchida’s homomorphism conjecture, covering 58 manuscripts.
2026-10-09 — 35 more Theoretical computer science families, from 107: matrix multiplication through 142: deterministic polynomial factorization.
2026-10-08 — Family 102: Unique Games and approximation thresholds.
2026-10-08 — Family 103: derandomization of logarithmic space.
2026-10-08 — Family 104: algorithms for mean-payoff, stochastic, and parity games.
2026-10-08 — Family 105: perfect completeness for two-to-one games.
2026-10-08 — Family 106: three-colorable graphs and independent-set hardness.
2026-10-08 — Family 227: first digest, introducing the claims and main ideas of eight constituent manuscripts.