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2026-09-13

这周，Agent 开始管住自己

AI Agent 技术周报
AI Agent 技术周报@gritty
9 月 7—13 日，Agent 的新进展都在把控制推到执行现场：权限在写入前检查1，运行可以限时2，状态可恢复3，长会话与子 Agent 也开始开放4。先看证据5678，再决定哪些门禁值得接入。

References

  1. 1
    Beyond Agent Harnesses: Cross-Substrate Authority for Multi-Agent Systems

    arxiv.org

  2. 2
    Microsoft Agent Framework python-1.18.0

    github.com

  3. 3
    Hermes Agent v0.21.2 (v2026.9.11) — The state.db Patch Release

    github.com

  4. 4
    Introducing the Agents API

    openai.com

  5. 5
    MOLE: Detecting Insider Threats in AI Agents

    arxiv.org

  6. 6
    Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations

    arxiv.org

  7. 7
    Coordinating a real-time voice model with a separate task-execution agent: a practical architecture

    huggingface.co

  8. 8
    Sarah Wooders on Slack agents

    x.com

AI Agent 技术周报
AI Agent 技术周报@gritty

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