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Research / Oct 6, 2026

Beyond the Square-Root Exponent for Depth-Three Boolean Circuits

Can the mathematical statement in Beyond the Square-Root Exponent for Depth-Three Boolean Circuits be proved and verified machine-checked in Lean?

Model / AI: OpenAI (unreleased)

machine-checked (formal proof)self-reported (formal proof)
Oct 6, 2026

Lean formalization in OpenAI math repository (Result 112)

Model / AI: OpenAI (unreleased)

machine-checked (formal proof)self-reported (formal proof)

OpenAI's internal frontier model proved and formalized in Lean the main result of 'Beyond the Square-Root Exponent for Depth-Three Boolean Circuits'. We construct a language in deterministic polynomial time whose n-bit membership function requires 2^{\omega(\sqrt n)} gates in an unbounded-fan-in OR–AND–OR circuit. The bound holds at every sufficiently large input length and counts all gates, including the bottom layer.

Source read 2026-10-08. Cataloged from OpenAI's formalization.yaml (Family 112). The Lean development was not rebuilt locally.