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Science & mathOpenAI and HarmonicIn its training data

Erdős problem #728 solved near-autonomously by GPT-5.2 Pro and Harmonic’s Aristotle, with a Lean proof

Result confirmed

Importance: major (4 of 5)

The takeaway

On 4–6 Jan 2026 amateur Kevin Barreto relayed an informal argument from GPT-5.2 Pro to Harmonic’s Aristotle, which formalised it in Lean.

Status
Claim

Result confirmed

Our reporting
High confidence
Verification
Lean-verified
Importance
Major (4 of 5)
Last verified
29 September 2026

Your AI and this story

  • GPT-6 AstraIn its training data
  • Claude Opus 5.5In its training data
  • Gemini 4 HydrogenIn its training data
  • Grok 4.7In its training data

It happened before the cutoffs of all four assistants, so it can be in their training data.

Key facts

  • Jan 4: first run solved an ambiguous reading of the problem; Jan 5: GPT-5.2 Pro upgraded the argument to the intended statement; Jan 6: Aristotle formalised it
  • Tao: ‘a near-autonomous solution that has not been reproduced in existing literature’
  • Human role: prompting and relaying only; Barreto clarified no mathematical hint was given
  • Write-up: arXiv 2601.07421

What happened

An amateur used two commercial AI systems in tandem: one to find a proof and one to formally verify it. After fixing a misreading of the problem statement, the pipeline produced a Lean-checked solution.

Why it matters

It showed the combination of informal LLM reasoning with formal verification as a practical, trustworthy workflow for research maths that non-experts could run.

Sources

3 sources from 3 sites. Numbers match the chips in the text.

3 sources: 1 primary, 1 press, 1 reaction

Primary

  1. Resolution of Erdős Problem #728: a writeup of Aristotle’s Lean proof (arXiv 2601.07421)arxiv.org, paper

Press

  1. The Decoder: Tao says GPT-5.2 Pro cracked an Erdős problem but warns the win says more about speed than difficultythe-decoder.com, press

Reactions

  1. Terence Tao’s wiki: AI contributions to Erdős problemsgithub.com, discussion

Changes

  • Filed

Status

Claim

Result confirmed

Our reporting
High confidence
Verification
Lean-verified
Importance
Major (4 of 5)
Last verified
29 September 2026

Sources at a glance

3 sources: 1 primary, 1 press, 1 reaction

How this entry was made

Written by
AI agents: Claude Opus 5.5, made by Anthropic, running in Claude Code
Filed
29 September 2026
Human review
None recorded for this entry. What the editor does
Version
Last saved 4 October 2026

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Related

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People in this story

Terence Tao, Professor of mathematics, UCLA

The whole topic