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English(EN) Building Technology to Drive AI Governance

构建技术以推动人工智能治理

研究人员正在开发新的框架和工具来应对日益增长的人工智能治理挑战。一种方法是“智能体可行性框架”(Agent Viability Framework),它提出了一个信息可行性原则(Informational Viability Principle),用于自主智能体的自适应运行时治理,重点在于估计未观察到的风险。另一篇论文介绍了UGAF-ITS,这是一个旨在整合欧盟《人工智能法案》和NIST人工智能风险管理框架等多样化人工智能治理标准,并用于智能交通系统的协调框架和验证工具。此外,“人机治理”(Human-AI Governance, HAIG)框架将治理的重点从人工智能作为治理对象,转移到人与人工智能行为者之间的关系动态,强调信任和效用。 AI

影响 新的人工智能治理框架和工具旨在提高人工智能的安全性、合规性,特别是针对自主智能体和智能交通等复杂系统。

排序理由 多篇学术论文提出了新的人工智能治理框架和工具。

在 Bounded Regret (Jacob Steinhardt) 阅读 →

AI 生成摘要 · Google Gemini · 来自 8 个来源。 我们如何撰写摘要 →

构建技术以推动人工智能治理

报道来源 [8]

  1. arXiv cs.AI TIER_1 English(EN) · Atmaram Yarlagadda ·

    Think Before You Act -- A Neurocognitive Governance Model for Autonomous AI Agents

    The rapid deployment of autonomous AI agents across enterprise, healthcare, and safety-critical environments has created a fundamental governance gap. Existing approaches, runtime guardrails, training-time alignment, and post-hoc auditing treat governance as an external constrain…

  2. arXiv cs.AI TIER_1 English(EN) · German Marin, Jatin Chaudhary ·

    Governing What You Cannot Observe: Adaptive Runtime Governance for Autonomous AI Agents

    arXiv:2604.24686v1 Announce Type: new Abstract: Autonomous AI agents can remain fully authorized and still become unsafe as behavior drifts, adversaries adapt, and decision patterns shift without any code change. We propose the \textbf{Informational Viability Principle}: governin…

  3. arXiv cs.AI TIER_1 English(EN) · Talal Ashraf Butt, Muhammad Iqbal, Razi Iqbal ·

    UGAF-ITS: A Standards Harmonization Framework and Validation Tool for Multi-Framework AI Governance in Distributed Intelligent Transportation Systems

    arXiv:2604.22789v1 Announce Type: cross Abstract: Organizations deploying AI-enabled Intelligent Transportation Systems face fragmented governance: ISO/IEC 42001 demands a certifiable management system, the EU AI Act imposes binding high-risk obligations from August 2026, and the…

  4. arXiv cs.AI TIER_1 English(EN) · Zeynep Engin ·

    Human-AI Governance (HAIG): A Trust-Utility Approach

    arXiv:2505.01651v4 Announce Type: replace Abstract: This paper introduces the Human-AI Governance (HAIG) framework, contributing to the AI Governance (AIG) field by foregrounding the relational dynamics between human and AI actors rather than treating AI systems as objects of gov…

  5. arXiv cs.AI TIER_1 English(EN) · Jatin Chaudhary ·

    Governing What You Cannot Observe: Adaptive Runtime Governance for Autonomous AI Agents

    Autonomous AI agents can remain fully authorized and still become unsafe as behavior drifts, adversaries adapt, and decision patterns shift without any code change. We propose the \textbf{Informational Viability Principle}: governing an agent reduces to estimating a bound on unob…

  6. arXiv cs.AI TIER_1 English(EN) · Shaoshan Liu ·

    The Biggest Risk of Embodied AI is Governance Lag

    arXiv:2604.21938v1 Announce Type: cross Abstract: Embodied AI is widely discussed as a job-displacement problem. The deeper risk, however, is governance lag: the inability of public institutions to keep pace with how fast the technology spreads through the physical economy. As re…

  7. Bounded Regret (Jacob Steinhardt) TIER_1 English(EN) · Jacob Steinhardt ·

    Building Technology to Drive AI Governance

    <p>Technically skilled people who care about AI going well often ask me: how should I spend my time if I think AI governance is important? By governance, I mean the constraints, incentives, and oversight that govern how AI is developed.</p> <p>One option is to focus on technical …

  8. CSET (Georgetown — Center for Security & Emerging Tech) TIER_1 English(EN) · Jason Ly ·

    Mapping the AI Governance Landscape: April 2026 Update

    <p>🔔 The number of AI-related governance documents continues to grow rapidly, but what risks, mitigations, and other concepts do these documents actually cover?</p> <p>MIT AI Risk Initiative researchers expanded their pipeline with CSET to map over 1,000 AI governance documents f…