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Evolving AI: Inside Google's AlphaEvolve and the New Frontier of Algorithmic Meta-Learning
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A deep dive into Google's AlphaEvolve, an AI-powered system that evolves optimization algorithms through seed code, mutation, and fitness-based selection. See how the Gemini-powered coding agent uses fast exploration and deep analysis to yield breakthroughs—recovering 0.7% of global compute by better scheduling, speeding a vital kernel by 23%, and trimming Gemini's training time by 1%—and explore what this meta-learning approach could mean for businesses with proprietary data and previously intractable optimization problems.
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