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This paper introduces a framework for distribution-aware algorithm design where LLM agents learn to generate solver code specialized to target distributions, achieving high solution quality and significant speedups over standard solvers.
DeepMind announces AlphaEvolve, a Gemini-powered AI agent that combines large language models with automated evaluators to discover and optimize algorithms for mathematical and practical computing problems, improving efficiency in data centers, chip design, and AI training.