Independent largest prime factors of consecutive integers
OpenAI groups related papers into a “family”. OpenAI’s catalogue describes this one:
Resolves the Erdős–Pomerance joint Dickman conjecture: the logarithmic sizes of the largest prime factors of n and \(n+1\) are asymptotically independent in ordinary natural density. In particular, the integers satisfying \(P^+(n)\lt P^+(n+1)\) have density 1/2. (OpenAI’s Lean note)
Lean is a language for mathematical statements and proofs that a computer can verify. The assessments below ask whether those statements express the result OpenAI describes here.
Both independent assessments find that the Lean statements express or imply the whole result described above.Read the assessments
The reverse ordering has the same natural density.
No Lean statement in the release is paired with this theorem.
The release does not say which paper theorem its catalogue describes. The statement above shares the most wording with the description; the atlas has not reviewed that choice. Identifying it is listed under Questions awaiting review.
One more possible match
Theorem 1.1(Joint Dickman law)in The joint Dickman law for consecutive integers, 24 September 2026.
Reported proof verification
One Lean statement in the release; one independent group reports that Comparator accepted a run for this file at the version shown here.
Let \(P^+(n)\) denote the largest prime factor of n. We prove that \(\log P^+(n)/\log n\) and \(\log P^+(n+1)/\log n\) are asymptotically independent in ordinary natural density, with Dickman marginals. This resolves the Erdős–Pomerance joint Dickman conjecture positively and implies that the ordering \(P^+(n)\lt P^+(n+1)\) has natural density 1/2.
One Lean statement in this family
Lean is a language for mathematical statements and proofs that a computer can verify. The Lean statement below is shown beside its possible paper counterpart, with the reason they were linked.
For a configured theorem, the Comparator program tests whether OpenAI’s separate proof proves the exact Lean statement using only the allowed axioms. Some statement files instead configure definitions for comparison by name and type. Acceptance does not establish that a formal statement means the same thing as the paper’s theorem.
JointDickman.lean, the release lists it as a supporting statement.
theoremjoint_law (a b : ℝ) (ha : 0 < a) (ha1 : a < 1) (hb : 0 < b) (hb1 : b < 1) : Tendsto (realDensity (fun n => (n.maxPrimeFac : ℝ) ≤ (n : ℝ) ^ a ∧ ((n + 1).maxPrimeFac : ℝ) ≤ (n : ℝ) ^ b)) atTop (𝓝 (Erdos970.NumberTheoryLean.Dickman.rho (1 / a) * Erdos970.NumberTheoryLean.Dickman.rho (1 / b))) := bysorry
This file states the theorem with sorry, a placeholder, in place of its proof. OpenAI supplies a separate proof file. Comparator tests whether that proof proves the statement here.
Independent comparisons and proof-verification reports
Does the Lean express the advertised result?
MathVet and cert-machine agree on how much of the advertised result the Lean statements express.
MathVet and Carlos Toledo’s cert-machine independently assessed whether this family’s Lean statements express the whole result OpenAI describes in its catalogue. These are assessments of the family as a whole, not of each paper theorem separately.
MathVet finds that the Lean statements express or imply the whole advertised result (their term: “full”).
Their note:None; headline and the 1/2 corollary are stated. Dickman rho is a custom delay-equation construction (checked faithful).
Definitions the group asks readers to compare with the paper:noncomputable def rho : ℝ → ℝ := DelayConstruction.delay (-1) with stepApprox σ (n+1) u = 1 + σ * ∫ t in 1..max 1 u, kernel (stepApprox σ n) t (custom Dickman function; correct by inspection, no bridge lemma to a Mathlib object)
“full”, in their words: The challenge statements imply the headline claim after unpacking definitions or one routine step.
Their method: An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge.
Let $P^+(n)$ be the largest prime factor of $n$. The formalization proves the joint Dickman law in ordinary natural density: for every $0<a,b<1$, the density of integers satisfying $P^+(n)\le n^a$ and $P^+(n+1)\le n^b$ tends to $\rho(1/a)\rho(1/b)$, where $\rho$ is the Dickman function.
It also proves that each of the orderings $P^+(n)<P^+(n+1)$ and $P^+(n+1)<P^+(n)$ has natural density $1/2$.
AI-drafted comparisons, with no recorded human review
Joint Dickman law and equal ordering densities for consecutive integersJointDickman
Unreviewed AI draft: states a paper’s theorem as the paper does. States the joint Dickman law in natural density, as in the main theorem, and the corollary that each strict ordering of P⁺(n) and P⁺(n+1) has density 1/2.
Who ran the proof-verification program?
These groups report running Comparator with the release’s Lean statement files. For a configured theorem, it verifies OpenAI’s separate proof against the exact statement; some files instead configure definitions for comparison by name and type. Each row is the named group’s report. Atlas has not repeated the runs.
These reports do not list the software versions, proof-verification programs, axioms, time or memory in separate fields. Any such details in a report’s prose are reproduced below.
Joint Dickman law and equal ordering densities for consecutive integersJointDickman
One report, at the release’s recorded version.
Reported by
Their word
Their account
Date
Original report
cert-machine
“CERTIFIED”
Re-run through Comparator with the independent nanoda kernel switched on: Lean’s kernel and nanoda both accept OpenAI’s solution.
What these papers cite in the release, and what cites them
These links come from the papers’ bibliographies. A citation records that one paper cites another; how each cited result is used has not been examined here.
Papers elsewhere in the release that this family’s papers cite
This family’s papers cite no paper elsewhere in the release.
Papers elsewhere in the release that cite this family’s papers
No paper elsewhere in the release cites this family’s papers.
Follow-up work by others
The Justin Sun Prize, The Justin Sun Prize: problem bank and award records, 11 October 2026. Source
JSP-000306 lists the release’s claim as Solved with independent mathematical review pending; Lean proof column: reported complete, independent verification pending.
The Justin Sun Prize, The Justin Sun Prize: problem bank and award records, 11 October 2026. Source
JSP-000770 lists the release’s claim as Solved with independent mathematical review pending; Lean proof column: reported complete, independent verification pending.
jbaelaw, jbaelaw/Erdos928: Erdős Problem 928 as a corollary of OpenAI’s joint Dickman law, 9 October 2026. Source
Erdős Problem 928 follows from the joint Dickman law, formalised in Lean.
References outside the release
Each paper’s outside references are listed with it on its reading page, where each citation is placed. Every outside work cited in the release: References outside the release
Explain a result, compare statements or propose a correction
Atlas has no contributed explanation for this family yet. You can offer one with a GitHub account. You receive named credit and disclose any AI assistance.
Each button opens a GitHub form with this page and its source version filled in. Opening the form does not reserve the work.
Commentary on this family by others, dated and credited. It is commentary, not a finding.
An unsigned public tier list, the OpenAI Math Tier List, classes it as a proof and rates its significance, if it holds up, as “Major math journal”. The page says that nothing on it is verified.
Moritz Firsching, anxkhn, Paul Lezeau, Formal Conjectures: mark problems solved in the OpenAI math release and link formal proofs, 11 October 2026. Source
A Formal Conjectures maintainer, after source inspection, links the joint Dickman result to Erdos problem 371, recording that the density is taken over a closed interval rather than below a bound.
Thomas Bloom, Erdős problems in the OpenAI proofs, 8 October 2026. Source
Bloom lists Erdős 371 (density one half for consecutive largest prime factors), names Lü and Wang and Teräväinen, and notes it is a corollary of a joint distribution law in 84 pages.
eigendash, eigendash/openai-math-visualised: numerical probes of seven result families, 8 October 2026. Source
Over 59,999,998 consecutive pairs up to 6 times 10^7, the density of n whose largest prime factor is below that of n + 1 is 0.499983, against the predicted 1/2.
Questions awaiting review
Each item identifies a statement, definition or report that needs further review. Its link opens a GitHub form with the source version already recorded.
Read the Lean statement against the paper
An AI agent drafted an assessment of which part of the paper this Lean statement expresses. No named human review is recorded.Open the form
Identify the theorem the catalogue describes
Family 012No single paper statement clearly matches OpenAI’s description by wording, and no review identifying the intended theorem is recorded.Open the form
Address a question raised in an independent assessment
Family 012Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing.Open the form
Why this passage is shown
Corollary 1.2
In The joint Dickman law for consecutive integers, 24 September 2026
How it was found
Its words were compared with the words of OpenAI’s catalogue description.
Words they share
density, natural
Review
Atlas records no review confirming that this is the theorem OpenAI’s description refers to.
The record’s reason
No unique candidate with at least three shared catalogue terms.
Why this passage is shown
Theorem 1.1 (Joint Dickman law)
In The joint Dickman law for consecutive integers, 24 September 2026
How it was found
Its words were compared with the words of OpenAI’s catalogue description.
Words they share
ordinary
Review
Atlas records no review confirming that this is the theorem OpenAI’s description refers to.
The record’s reason
No unique candidate with at least three shared catalogue terms.
Independent assessment
MathVet
Their term
“full”
What their term means
The challenge statements imply the headline claim after unpacking definitions or one routine step.
Their method
An independent, model-assisted, pre-referee reading of each family’s challenge statements against its headline claim under a published rubric (PROTOCOL.md), with its own Comparator runs per challenge. Its protocol describes a planned error-rate study; this import does not establish that the study has been completed.
The challenge statements state the headline as OpenAI wrote it.
Their method
Every Comparator challenge re-run on Linux with nanoda switched on, decided by a preregistered rule; every family’s challenge statements read against OpenAI’s headline, clause by clause. Decider: Comparator (leanprover/comparator d03acab1 = tag v4.34.0, built with the release’s toolchain v4.34.1), lean4export 076e8e57, landrun 811cfff5, nanoda_lib 3a240721 — on GitHub’s Linux runners…