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Positive lower density of large prime gaps

OpenAI · September 25, 2026

Lean

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Abstract

For every fixed C > 0, we prove that a positive proportion of consecutive prime gaps exceed $C\log p$, where p is the smaller prime. The proportion is bounded below for every sufficiently large initial segment of the prime sequence, with a constant depending on C. It follows that the indices at which $p_n/n$ increases have positive lower asymptotic density, answering a question of Erdős and Prachar.

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Notes

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Automatically collected notes (unreviewed)

work in progress

Collected automatically by AI tools (Claude Opus 5.5 and GPT-6 Astra, 2026-10-21) and not checked by a person. May be wrong or incomplete. Report an error.

Comments and discussion

  • Terence Tao, Erdős Problem #968 forum thread (erdosproblems.com, comments of 8 and 10 Sep 2025). These comments predate the paper: they sketch a positive answer to the question in Corollary 1.2, conditional on RH and a weak pair-correlation hypothesis (via Heath-Brown), and call this "close to the limit of current technology".

Formalization

  • OpenAI math release, Lean scope notes for family 026 (lean/docs/026.md). The release's scope note describes the formalized result as the prime-ratio corollary (positive lower density of indices with $p_n/n<p_{n+1}/(n+1)$) and links the comparator statement ComparatorChallenges/PrimeGaps.lean.
  • OpenAI, lean/OAI/NumberTheory/PrimeGaps/Main.lean (openai/math, commit adc7f12). This file states theorem main, a Lean version of Theorem 1.1 (for every $C>0$ there are $c>0$, $N_0$ with $c N\le$ #large-gap indices up to $N$), proved from a formalized Bombieri–Vinogradov theorem; the directory contains about 57 supporting files.
  • OpenAI, lean/OAI/NumberTheory/PrimeGaps/RatioCorollary.lean (openai/math, commit adc7f12). This file proves the ratio-increase density statement (Corollary 1.2) and the conjunction large_gaps_and_ratio_density, using LargePrimeGaps.main.
  • Google DeepMind formal-conjectures, FormalConjectures/ErdosProblems/968.lean (formal-conjectures). This file is an independent Lean statement of Erdős Problem 968 as 0 < {n | u n < u (n+1)}.lowerDensity; it is marked solved, with a docstring that credits the OpenAI preprint and links the OpenAI Lean proof, while the file itself keeps sorry.

Possibly relevant literature (found by the agent, not checked)

Digests and expositions

  • AI Proved What?, Long gaps, how often? (Episode 026, October 2026). This video and transcript explain the claimed gap-frequency theorem, its prime-ratio consequence, and the adjacent-interval counting argument, with scripts and animations described as AI-assisted in the site's production notes. [AI-generated per source] [family-level]

News and blogs

  • Thomas Bloom, Erdős problems in the OpenAI proofs (erdosproblems.com blog, 8 Oct 2026). The entry on Problem 968 summarizes the claimed answer, says the argument uses Goldston–Pintz–Yıldırım and Maynard–Tao sieve tools, and states that "This proof has been formalised."

Elsewhere

Independent sites; their content is not reviewed here.

Cite

@misc{OAI:Positive-lower-density-of-large-prime-gaps-September-25-2026,
  author = {{OpenAI}},
  title = {{Positive lower density of large prime gaps}},
  howpublished = {OpenAI Math Release preprint
                  \href{https://github.com/openai/math/blob/main/preprints/Positive-lower-density-of-large-prime-gaps-September-25-2026/main.pdf}{OAI:Positive-lower-density-of-large-prime-gaps-September-25-2026}},
  year = {2026}
}

Lean formalization

OpenAI provides Lean files for this family: lean/docs/026.md. The Lean statements have not been checked by people against the paper's claims.

Family 026: Positive lower density of large prime gaps

For every fixed C > 0, a positive proportion of consecutive prime gaps exceed $C\log p_n$, throughout every sufficiently large initial segment of the primes. The proportion may depend on C. Consequently, the indices where $p_n/n$ increases have positive lower density, answering Erdős and Prachar.

This is the only paper in this family.