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Science & mathAxiom MathIn its training data

AxiomProver produces machine-checked Lean proofs for all 12 Putnam 2025 problems

Result confirmed

The takeaway

Axiom Math’s autonomous Lean 4 prover solved 8 of 12 problems of the 6 Dec 2025 Putnam competition within exam time and the remaining 4 in the following days, all as machine-checked Lean proofs published on GitHub.

Status
Claim

Result confirmed

Our reporting
Medium confidence
Verification
Lean-verified
Importance
3 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

  • Putnam 2025 held 6 Dec 2025; 8/12 solved within the exam window, 12/12 after extra time
  • Proofs are formal Lean 4 and publicly released
  • Axiom says no human scored 12/12, but the 12/12 includes solutions found after the deadline
  • Not an official entry; self-reported timing

What happened

Axiom Math ran its prover on the 2025 Putnam problems, producing formal Lean 4 proofs that any Lean installation can check.

Why it matters

Formal verification removes grading disputes like those around informal IMO proofs, and showed formal provers catching up with informal LLMs on hard competition maths.

Sources

2 sources from 2 sites. Numbers match the chips in the text.

2 sources: 2 primary

Primary

  1. GitHub: AxiomMath/putnam2025 (Lean proofs)github.com, code
  2. Axiom Math: From seeing why to checking everythingaxiommath.ai, official

Changes

  • Filed

Status

Claim

Result confirmed

Our reporting
Medium confidence
Verification
Lean-verified
Importance
3 of 5
Last verified
29 September 2026

Sources at a glance

2 sources: 2 primary

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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