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Oct 12 · Monday

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  1. DefensesarXiv 2609.24165

    APEXA 为同步辐射数据处理的 LLM 多智能体加装执行完整性护栏

    提出 APEXA,在工具层拒绝无执行支撑的结果并拦截电机命令

    Published
    Evaluated models
    GPT-5-mini, GPT-5.4, Claude Opus 4.7 and others4
    Abstract作者称执行是否发生要由工具层核对,而不能只靠提示词。

    APEXA 是先进光子源上的数据还原框架,用工具层代码约束语言模型智能体的工具调用。

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  2. Abstract单一种子可沿固定协作图固化为错误共识。

    作者把 LLM-MAS 中“小错变成集体错误共识”做成图上的可测传播,并用只改消息、不改拓扑的插件压低最终感染。

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