AlphaEvolve

Unveiled May 14, 2025, AlphaEvolve is Google DeepMind's general-purpose coding agent for algorithm discovery. It pairs Gemini models (Flash for breadth, Pro for depth) with an evolutionary loop: the LLM proposes code mutations, automated evaluators score them, and the best candidates seed further generations. Its headline result was a new 4x4 complex matrix-multiplication algorithm using 48 scalar multiplications, beating a record that had stood since Strassen's 1969 work.

AlphaEvolve has been deployed inside Google itself, reportedly recovering 0.7% of global data-center compute through better scheduling heuristics and speeding up Gemini training kernels, and it is now generally available on Google Cloud. The honest caveats: it is a research/enterprise system with no public weights, and discovered algorithms still need human verification and engineering before production use — a published construction is not the same as a deployed optimization.