Title:Package Managers à la Carte: A Formal Model of Dependency Resolution
效率的提升，并不是少写了代码，而是减少了反复试错和信息查找的时间。
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For reinforcement learning training pipelines where AI-generated code is evaluated in sandboxes across potentially untrusted workers, the threat model is both the code and the worker. You need isolation in both directions, which pushes toward microVMs or gVisor with defense-in-depth layering.
Anthropic 昨天点名 DeepSeek、月之暗面、MiniMax 三家中国 AI 实验室「蒸馏」Claude 模型，全网炸锅。