Unverified50% confidenceOpinionExact time
The key significance of putting the decision in the PEP rather than the prompt is that a 'policy' in the prompt is advice for the model to read, which the model may ignore, misunderstand, or be bypassed into via injection, whereas the PEP is a mandatory checkpoint on the code path that the model cannot bypass.
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10/15/2026
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UnverifiedThe thin adapter layer strategy keeps core task logic unchanged and only adjusts the interface portion that interacts with the model, designing pre-prompts or post-processing logic tailored to the reasoning characteristics of different models.70% similarUnverifiedRuntime policy definition is a technique combining prompt engineering and few-shot learning that allows temporarily describing in natural language, at each inference call, the content to be intercepted or permitted.70% similarUnverified选用标准指令微调模型而非推理模型是CLI工具场景的正确工程决策，因为推理模型训练目标偏向正确性而非格式合规性70% similarUnverified高层意图驱动的Prompt设计只向模型传达最终目标和核心约束，将中间路径规划权下放给模型，类似于声明式编程68% similarUnverifiedEven if CoT's hypothesis class covers the recursive rules, the model will choose the shortcut rather than the truth due to simplicity bias.68% similar
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