通过MCP逐步交付流程以换取可预测性

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   arXiv · Computation and Language

   逐步执行：用 LLM 自主性换取流程可预测性

   研究提出通过 MCP 逐步下发流程：服务器每次释放一个步骤，智能体执行后返回结构化 step_output，使执行路径在运行前即被规定，并生成可审计的机器可读执行日志。

Current heat 9·Comparable peak 10（Oct 7）·Comparable change over 24 hours –

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