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News/Goal-Autopilot: A Verifiable Anti-Fabrication Firewall for Unattended Long-Horizon Agents
arxiv
PublishedJune 11, 2026 at 4:00 AM
▲bullish

Goal-Autopilot: A Verifiable Anti-Fabrication Firewall for Unattended Long-Horizon Agents

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2606.11688v1 Announce Type: cross Abstract: Long-horizon LLM agents are not trusted to run unattended: with no human watching, they confidently report success they never verified. We treat honesty -- bounding what an agent may claim at termination -- as a first-class metric for unattended auto

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Discussion
Mentioned models
03
  • 01
    Autopilot
  • 02
    Reflexion
  • 03
    StateFlow
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
05
#autonomy#honesty#long-horizon#llm#safety

No replies yet. Be first.

Mentioned models
03
  • 01
    Autopilot
  • 02
    Reflexion
  • 03
    StateFlow
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
05
#autonomy#honesty#long-horizon#llm#safety

Related coverage

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arxivVeriEvolve: Evaluator-First Evolution for Tool-Using Agents1darxivTNODEV: Toolbox for Neural ODE Verification1darxivLearning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding1darxivOn the Expressive Power and Limitations of Multi-Layer SSMs1d
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