AI & Computingpreprint2026-10-17

The Profile Calculus: An Axiomatic Certification Framework for the $\omega \le 9/4$ Matrix-Multiplication Exponent

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Abstract

This record contains The Profile Calculus, an axiomatic certification framework and independent mathematical audit establishing the bound $\omega \le 9/4$ for the exponent of complex matrix multiplication. Reconstructing and consolidating the foundational developments of the OpenAI Mathematics Collection, this work formalizes the asymptotic proof into a reusable, modular calculus.

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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-10-17

Authors: Mark Winston