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English(EN) Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

Proof-or-Stop 方法通过可验证证据增强了自主编码代理的可靠性

作者 PulseAugur 编辑部 · [2 个来源] ·

一种名为 Proof-or-Stop 生命周期控制的新方法已被开发出来，以提高自主编码代理的可靠性。该系统确保只有在附带可验证的、可追踪来源的证据时，才允许进行生命周期转换，例如“已审查”或“完成”。该方法将代理输出视为声明而非确定状态，并使用证据来满足特定的门控条件。对开源实现的评估表明，准确性有了显著提高，减少了错误的“完成”状态，并有效拒绝了篡改尝试。 AI

影响 该方法可以提高软件开发工作流程中自主代理的信任度和可靠性。

排序理由 该集群包含一篇研究论文，详细介绍了在自主编码代理中用于可验证证据门控生命周期控制的新方法。

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Proof-or-Stop 方法通过可验证证据增强了自主编码代理的可靠性

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该集群包含一篇研究论文，详细介绍了在自主编码代理中用于可验证证据门控生命周期控制的新方法。
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Jek Huang, Jeffery Hsia, Jiayi Sun, Freddie Shi, Wei Huang, Ian H. White ·

    Proof-or-Stop：别信代理，信证据——用于可验证证据门控生命周期控制的Loop Engineering

    arXiv:2607.14890v1 Announce Type: new Abstract: Autonomous coding agents increasingly execute multi-step software work, but lifecycle states such as reviewed, tested, DONE, and ready-to-merge remain claims unless supported by current evidence. We present Proof-or-Stop Lifecycle C…

  2. arXiv cs.AI TIER_1 English(EN) · Ian H. White ·

    Proof-or-Stop：别信代理，信证据——用于可验证证据门控生命周期控制的Loop Engineering

    Autonomous coding agents increasingly execute multi-step software work, but lifecycle states such as reviewed, tested, DONE, and ready-to-merge remain claims unless supported by current evidence. We present Proof-or-Stop Lifecycle Control, a method that permits lifecycle transiti…

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