<ul><li>Google DeepMind AlphaEvolve is an AI tool that generates better algorithms to solve real-world problems using the Gemini 2.0 large language model.</li><li>Unlike typical coding AIs, AlphaEvolve uses a unique scoring method to refine its solutions by generating multiple code options, evaluating them for performance, and continuing to refine until the most efficient result is produced.</li><li>AlphaEvolve has shown real-world impact by improving server job allocation, saving computing resources, cutting power usage on TPU chips, and speeding up training processes, among others.</li><li>The tool works by prompting Gemini 2.0 Flash to generate code based on a problem description, scoring each version, and evolving through an iterative process until the best solution emerges. AlphaEvolve has surpassed previous records in matrix multiplication and solved over 50 math challenges.</li></ul>

How Google DeepMind AlphaEvolve Uses AI to Tackle Real-World Problems

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