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Research / Oct 5, 2022–Jun 2025

Fewer multiplications for 4 × 4 matrices

How few scalar multiplications suffice to multiply two 4 × 4 matrices, over a specified field?

Model / AI: AlphaTensor, AlphaEvolve

verified

Problem explanation →

Oct 5, 2022

AlphaTensor

Model / AI: AlphaTensor

verified

RL finds faster matrix multiplication algorithms (4x4 over F2 in 47 multiplications). Nature.

Source read 2026-09-08. Read the Nature paper: 47 scalar multiplications for 4 × 4 matrices over F₂. Code was not executed.

Jun 2025

AlphaEvolve

Model / AI: AlphaEvolve

verified

4x4 complex matrix multiplication in 48 scalar multiplications, first below Strassen's 49 in characteristic 0 (AlphaTensor had already reached 47 in characteristic 2); Dumas, Pernet and Sedoglavic later hit 48 with rational coefficients, removing the complex arithmetic.

Source review pending. Imported from the original notes; linked claims and artifacts have not been re-audited in this restructuring.