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Preprint in the OpenAI Math release

Homogeneous depth-five lower bounds for iterated matrix multiplication

OpenAI

Abstract

Let be the entry of a product of n independent matrices of variables. Over every field of characteristic zero, every syntactically homogeneous circuit computing has at least gates for all sufficiently large n, with an absolute threshold independent of the field. Bottom linear forms may have arbitrary support, and arbitrary finite fan-in, fan-out, and gate sharing are allowed. Over every field, a block expansion gives such circuits with at most gates for n ≥ 2. Thus the gate complexity over characteristic-zero fields is .

open until 1 Jan 2028

est. 50% chance this result is independently verified by the end of 2027.

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