Researcher raises AI timelines after OpenAI's surprising math construction

aran_nayebi · x · 2026-09-10

Researcher Aran Nayebi says OpenAI's planar unit-distance result moves up his AI timelines. He proposes the next milestone as 'Artificial Grothendieck Intelligence' (AGrI): systems that define new general mathematical structures to solve hard open problems like the Riemann Hypothesis or P vs. NP.

What impressed him most: for decades, serious mathematicians — Erdős among them — believed optimal constructions should look roughly grid-like, yet the model found an entirely new family of constructions. He argues this points to collective intelligence at the agent-swarm level, seeded by the vast existing literature on the Riemann Hypothesis.

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