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AlphaEvolve

AlphaEvolve is a coding agent from Google DeepMind that uses Gemini models to discover and improve algorithms.

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AlphaEvolve is an evolutionary coding agent that Google DeepMind introduced in 2025. Gemini models propose changes to a program, automated evaluators score the results, and the best candidates are selected and refined again in a repeated loop.

It is applied to problems whose results can be checked automatically, such as finding new constructions in mathematics, making algorithms like matrix multiplication more efficient, and optimizing data center operations and chip design.

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Google's AlphaEvolve and research from Sakana AI already show automated discovery shaping the design of future AI systems.

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