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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

It bears on Erdős problem #371, as listed by Thomas Bloom, erdosproblems.com.

What the papers state

The paper states

Corollary 1.2

In The joint Dickman law for consecutive integers, 24 September 2026

Possible match to OpenAI’s description, selected from shared wording. No review confirming the selection is recorded.

One has

\lim_{X\to\infty}\frac1X \#\{2\leq n\leq X:\Pplus(n)<\Pplus(n+1)\}=\frac12.

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.

Papers

Each paper opens as a reading page in the browser, with the PDF beside it. The statements each paper opens with are on its reading page.

The joint Dickman law for consecutive integers

24 September 2026, current edition.

Read it herePDF

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

The paper states

The words they share: dickman, joint, ordinary, real.

Possible Lean counterpart

Selected from shared wording. No review of whether the statements mean the same thing is recorded.

Joint Dickman law and equal ordering densities for consecutive integers

JointDickman.lean, the release lists it as a supporting statement.

theorem joint_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))) := by  sorry

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.

The file states two more theorems: increasing_order, decreasing_order.

One independent group reports that Comparator accepted a run for this Lean statement file: cert-machine. Who ran the proof-verification program

  • cert-machine records it as “CERTIFIED”.

Read the complete Lean statement

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.

cert-machine finds that the Lean statements express or imply the whole advertised result (their term: “MATCHES”).

“MATCHES”, in their words: 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.

OpenAI’s own note on what its Lean covers

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 integers JointDickman

    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 integers JointDickman

One report, at the release’s recorded version.

Reported byTheir wordTheir accountDateOriginal 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.10 October 2026Original report

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.

Offer to write an explanationCompare the Lean statement with the paperSuggest a source attributionSuggest a change

What people have said

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.

    Author not stated. Source

  • 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 012 No 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

Compare the proposed paper and Lean matches

  • Family 012 Atlas records no review of whether each linked Lean statement and paper theorem mean the same thing. Open the form