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Neurosurgery resident reportedly solved Crouzeix's conjecture using ChatGPT powered by GPT-5.6

Mathematicians say a neurosurgery resident used ChatGPT powered by GPT-5.6 to solve Crouzeix's conjecture, a major open problem in numerical linear algebra.

WHY IT MATTERS

If verified, this represents a frontier AI model producing a solution to a significant unsolved problem in mathematics, not just a routine computational task. It suggests the current generation of large language models has crossed a threshold in mathematical reasoning capability that could change how research in formal disciplines is conducted.

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The three things worth knowing

01

A neurosurgery resident reportedly used ChatGPT powered by GPT-5.6 to solve Crouzeix's conjecture, a major open problem in numerical linear algebra.

02

The first author had been routinely asking ChatGPT to solve the conjecture before reportedly succeeding on July 30, 2026.

03

GPT-5.6 Sol is rated as a frontier model on the Artificial Analysis Intelligence Index, scoring alongside Grok 4.6 and behind only Opus 5 and Fable 5.

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Techmeme Mathematicians say a neurosurgery resident used ChatGPT, powered by GPT-5.6, to solve Crouzeix's conjecture, a major open problem in numerical linear algebra (Alex Townsend) Open ↗