AlphaEvolve, an AI coding agent powered by Gemini models, enables the discovery and optimization of advanced algorithms by combining creativity with automated evaluation. It has significantly enhanced efficiency in Google's operations, contributed to new mathematical discoveries, and is expected to transform various domains by automating algorithm development and verification.