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Google DeepMind’s AlphaEvolve uses Gemini models, automated evaluators, and an evolutionary loop to discover and improve algorithms. The key idea is not one perfect answer — it is search, scoring, mutation, and selection. The AGI lesson: when a problem has a reliable evaluator, AI systems can accumulate improvements through feedback loops ...
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