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Anthropic's 1000-Agent Team Formalizes Fermat's Last Theorem

Anthropic deployed roughly 1000 agents to formalize Fermat's Last Theorem in Lean in about 30 hours. Lance Martin later showcased the multi-agent collaboration at the AI Engineer Code Summit.

2026-11-11 ~ 2026-11-14 · 2 episodes · 9 posts

Episode 1 · Anthropic's 1000-Agent Team Formalizes Fermat's Last Theorem in 30 Hours (2026-11-11, 6 posts)

Anthropic announced that a team of roughly 1000 agents formalized the proof of Fermat's Last Theorem—converting the existing mathematical proof into Lean machine-checkable form. A second run took 30 hours, down from 11 days for the earlier run. Lance Martin of Anthropic shared the practice in a talk at the AI Engineer Code Summit.

Confirmed

  • About 1000 agents completed the formalization in 30 hours; a previous run took 11 days (@svenai, @petrusenkomax).
  • A shared figure shows 29,511 statements by day 11 of the project (@svenai).
  • Lance Martin discussed the practice, his core views on long-horizon agents, and a second article on agent memory plus tools (@RLanceMartin, @FinanceYF5, @SimplyAnnisa).

Unconfirmed

  • Posts differ on the model used: some say Claude (@FinanceYF5, @SimplyAnnisa), others Fable 5.2 (@RLanceMartin, @svenai); the official naming remains unverified.
  • @randlongevity's mention of a Yang-Mills construction approved by a Nobel laureate-led committee is not corroborated by other posts.

Why it matters

  • A landmark demonstration of large-scale multi-agent collaboration in formalized mathematics, showing the scalability of long-horizon agents on complex, verifiable tasks.
  • As commenters under @petrusenkomax noted, machine-checkable output is the key precondition for 1000 agents to work in concert; such experience may not transfer to domains lacking verifiability.

Episode 2 · 1,000 Claude Agents Team Up to Formally Prove Fermat's Last Theorem (2026-11-13, 3 posts)

Anthropic demonstrated 1,000 Claude agents collaborating over 11 days to formally prove Fermat's Last Theorem in 13 million lines of Lean. Its Thousand-Agent Harness docs show the new Fable 5.2 compressed the task to just 28.7 hours.