据论文介绍，现在 AI 系统在处理超长上下文时，负责「处理输入信息」和「生成文本回答」的两个计算模块，会出现数据通道资源错配的情况。
What this means in practice is that if someone discovers a bug in the Linux kernel’s I/O implementation, containers using Docker are directly exposed. A gVisor sandbox is not, because those syscalls are handled by the Sentry, and the Sentry does not expose them to the host kernel.
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For implementers, there's no Transformer protocol with start(), transform(), flush() methods and controller coordination passed into a TransformStream class that has its own hidden state machine and buffering mechanisms. Transforms are just functions or simple objects — far simpler to implement and test.