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Oct 12 · Monday

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  1. DefensesarXiv 2608.27348

    INTENT-AS-A-TOOL:用意图工具追踪智能体失准

    提出 INTENT-AS-A-TOOL,用意图工具概率跟踪并干预智能体失准

    Published
    Setting
    AI Agent
    Evaluated models
    Gemma-4-31B-IT, Qwen3.5-27B, Qwen3-235B-A22B and others5
    Abstract用意图工具的下一动作概率跟踪推理中的失准承诺,并在其成为首选时插入反思。

    Zhang 等人研究推理型语言模型在职场邮件沙箱里如何走向智能体失准,并提出用动作偏好而不是事后文本标签来跟踪承诺。问题是:有害执行往往出现在推理已经形成意图之后,但 CoT 监控是事后、粗粒度、依赖外部评审的,也看不到模型倾向调用哪个动作。

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