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Oct 13 · Tuesday

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  1. ORBIT:基于 UK AISI Inspect 的多智能体安全评测框架

    提出 ORBIT 框架,评测多智能体防御对合谋等威胁的效果

    Published
    Evaluated models
    GPT-5.4, Claude Sonnet 4.6, Qwen3-235B and others5

    AbstractORBIT 用六层配置比较多智能体防御,逐动作监控不迁移到合谋。

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  2. DefensesarXiv 2609.01931

    Agent Flight Recorder:为长时程工具调用智能体提供链上锚定的防篡改审计追踪

    提出 Agent Flight Recorder,为长时程工具智能体构建链上锚定的防篡改审计追踪

    Published
    Setting
    AI Agent
    Abstract语义事件加哈希链、Merkle 与链上锚定,用来在争议中核验长程智能体的动作序列。

    Agent Flight Recorder 把长程工具智能体的动作收成可被第三方独立核验的审计记录,面向运营方本身可能改写历史的争议。

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  3. DefensesarXiv 2505.23559

    SafeScientist:让 LLM 智能体的科学发现具备风险意识

    提出 SafeScientist 四层监控,阻止科研智能体执行高风险或不伦理任务

    Published
    Evaluated models
    GPT-4o, GPT-4.1, GPT-3.5-turbo and others5
    Abstract四层监控加科研安全基准。

    SafeScientist 是带四层监控的科研智能体框架,并用 SciSafetyBench 评测科学场景中的任务安全。

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