A Science Corner deep dive into AlphaVault, Google's Gemini-based coding agent that discovers and optimizes algorithms through an evolutionary loop. We explore how broad idea generation meets rigorous evaluation, plus real-world wins from Borg scheduling, TPU design, and faster model training—alongside breakthroughs in math. Where is this headed next, and why does it matter?

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