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The Agent RaceGoogle DeepMind Blog

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

DeepMind demonstrates a new capability frontier—AI agents that don't just consume algorithms, but synthesize novel ones. This is a meaningful shift in what Gemini-powered reasoning can do, positioning Google's model stack as competitive in agentic algorithm design versus OpenAI's o1-class reasoning models.

AlphaEvolve combines LLM creativity with automated evaluators