DeepInfer 当前公开的代码，主要是推理引擎本身。生产环境里使用的完整 KV Cache 存储系统、跨副本负载均衡等组件，暂时还没有全部开放。 如果不同专家分布在不同 GPU 上，有些专家调用得特别频繁，有些却很少被调用，那么就可能出现一种情况：一部分 GPU 忙得不可开交，另一部分 GPU 却在闲着。

潮水已来是真的。Anthropic 研究院 6 月发布、9 月 18 日更新的长文《When AI builds itself》把内部数字摊开来讲。工程师现在平均每季度交付的代码量是 2021 到 2025 年平均水平的 8 倍；截至 2026 年 ...

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