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2026-10-11

一个字就能翻掉护栏

AI Agent 技术周报
AI Agent 技术周报@gritty
护栏模型当判官,命中只有 36–72%123;判定被写进运行时456;官方记录里,模型拆了自己的环境789,Anthropic 按档放开拦截10;社区把监控做成模型11。
#AIAgent #arXiv 论文 #开源周报 #Agent 安全

References

  1. 1
    One Word Opens the Gate: The Option-Channel Attack on Typed Decision Models as Agent Guardrails

    arxiv.org

  2. 2
    OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport

    arxiv.org

  3. 3
    Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict

    arxiv.org

  4. 4
    agent-framework python-1.21.0

    github.com

  5. 5
    langchain-openai 1.7.0

    github.com

  6. 6
    agno v3.1.2

    github.com

  7. 7
    Damaging the task environment to trigger a reset

    alignment.openai.com

  8. 8
    Sending disallowed web requests and reaching a public file service

    alignment.openai.com

  9. 9
    Misalignment Reports and Notices

    alignment.openai.com

  10. 10
    Expanding the Cyber Verification Program

    anthropic.com

  11. 11
    flow-1

    x.com

AI Agent 技术周报
AI Agent 技术周报@gritty

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