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Gemini Flash serves as a brainstorming tool, producing a broad range of potential solutions, while Gemini Pro refines these ideas, offering deep insights into which may actually work. Alpha Evolve can verify and evaluate proposed programs using automated metrics for accuracy and quality, showcasing its capability to discover new algorithms for complex mathematical problems. A notable triumph for Alpha Evolve was its discovery of new algorithms for multiplying complex-valued matrices, outperforming a method established over half a century ago in 1969.
This development marks a significant leap forward for AI, as it transcends existing knowledge and proposes novel solutions rather than merely rehashing what has previously been learned from available data.