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Oct 13 · Tuesday

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  1. 研究:智能体欺骗行为在外部显现前已可从内部表征预测

    提出基于决策前隐藏状态的检测与引导,预测并抑制智能体欺骗

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen3-14B

    Abstract论文展示了智能体自发欺骗可在行为显现前由内部表征预测,并通过激活引导证实了表征的行为可操作性。

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  2. 研究:拒答方向可跨架构迁移,安全工具可按写入位置重新估计

    在写入点定位拒答方向,经刚性旋转跨架构迁移并门控放大

    Published
    Evaluated models
    Falcon-Mamba-7B, Falcon3-Mamba-7B, Llama-3.1-8B and others8
    Abstract拒答方向可经刚性旋转跨架构迁移,但必须在各架构的写入点读取。

    作者研究拒答表示是否随架构改变,结论是表示共享、读取位置随架构变。

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