AlphaEvolve
AlphaEvolve : A Gemini-powered coding agent for designing advanced algorithms Designing better algorithms with large language models In 2023, we showed for the first time that large language models can generate functions written in computer code to help discover new and provably correct knowledge on an open scientific problem. AlphaEvolve is an agent that can go beyond single function discovery to evolve entire codebases and develop much more complex algorithms. AlphaEvolve leverages an ensemble of state-of-the-art large language models: our fastest and most efficient model, Gemini Flash , maximizes the breadth of ideas explored, while our most powerful model, Gemini Pro , provides critical depth with insightful suggestions. Together, these models propose computer programs that implement algorithmic solutions as code. AlphaEvolve verifies, runs and scores the proposed programs using automated evaluation metrics. These metrics provide an objective, quantifiable assessment of each...