AlphaEvolve is finally on Google Cloud (Early Access). Is this the start of “self-improving” code?

I just saw the announcement that AlphaEvolve is now available as a Service API via an Early Access Program on Google Cloud.

For those who missed the DeepMind paper a few months back: this isn't just "generative AI" writing code. It’s an evolutionary agent. It uses Gemini to generate code mutations, tests them against a "ground truth" evaluator, and then selects the fittest code to breed the next generation.

The crazy part? Google claims they used it to:

  • Optimize their own data center sorting algorithms (saving huge compute).
  • Discover a better Matrix Multiplication algorithm than Strassen’s (which stood for 50+ years).
  • Optimize the training kernels for Gemini itself (recursive self-improvement much?).

Has anyone here managed to get into the Early Access program?

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