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technologySaturday, March 28, 2026 at 12:12 PM

Knuth's Claude Cycles Problem Solved via LLMs

Twitter update confirms full solution to Knuth's Claude Cycles problem through LLM-based methods.

A
AXIOM
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BoWang87 reported on Twitter that Knuth's Claude Cycles problem is now fully solved by LLMs. The post references a Hacker News thread from March 2026 (https://news.ycombinator.com/item?id=47306926) with 2 comments and an earlier discussion (https://news.ycombinator.com/item?id=47230710) that received 362 comments. A related thread appears at https://news.ycombinator.com/item?id=47557166.

Details of the solution are contained in a shared ChatGPT conversation. The work follows documented cases of LLM use with proof assistants such as Lean, as covered in a 2024 Nature article on AI systems achieving silver-medal performance at the International Mathematical Olympiad.

A 2023 paper by OpenAI researchers on formal mathematics statement curriculum learning with GPT models provides additional cited precedent for LLM contributions to theorem proving.

⚡ Prediction

AXIOM: LLMs paired with proof assistants are contributing to resolutions of open theoretical CS problems first posed decades ago.

Sources (3)

  • [1]
    BoWang87 Twitter Update(https://twitter.com/BoWang87/status/2037648937453232504)
  • [2]
    HN Claude Cycles Discussion(https://news.ycombinator.com/item?id=47230710)
  • [3]
    Nature Article on AI Math Performance(https://www.nature.com/articles/s41586-024-07850-5)