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    1. AlphaEvolve has been used as a regular tool to optimize the design of the next generation of TPUs. It also helped discover more efficient cache replacement policies, achieving in two days what previously required a concerted, human-intensive effort spanning months.

      AlphaEvolve在TPU设计中的应用表明其已成为基础设施的核心组件,能够在两天内完成过去需要数月人工努力的缓存替换策略优化。这展示了AI系统在加速硬件开发方面的巨大潜力,显著缩短了产品上市时间。