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AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms - Google DeepMind

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Large language models (LLMs) are remarkably versatile. They can summarize documents, generate code or even brainstorm new ideas. And now we’ve expanded these capabilities to target fundamental and highly complex problems in mathematics and modern computing. Today, we’re announcing AlphaEvolve, an evolutionary coding agent powered by large language models for general-purpose algorithm discovery and optimization. AlphaEvolve pairs the creative problem-solving capabilities of our Gemini models with automated evaluators that verify answers, and uses an evolutionary framework to improve upon the most promising ideas. AlphaEvolve enhanced the efficiency of Google's data centers, chip design and AI training processes — including training the large language models underlying AlphaEvolve itself. It has also helped design faster matrix multiplication algorithms and find new solutions to open mathematical problems, showing incredible promise for application across many areas. In 2023, we showed f

AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms — Google DeepMind Skip to main content May 14, 2025 Science AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms AlphaEvolve team Share New AI agent evolves algorithms for math and practical applications in computing by combining the creativity of large language models with automated evaluators Large language models (LLMs) are remarkably versatile. They can summarize documents, generate code or even brainstorm new ideas. And now we’ve expanded these capabilities to target fundamental and highly

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