AI Agent Governance

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30 papers in the last four weeks, up 50% on the four weeks before. 0.3% of all new papers.

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  1. Agentic Explainability at Scale: Between Corporate Fears and XAI Needs

    Apr 16, 2026Yomna Elsayed, Cecily JonesExplainable Artificial IntelligenceAI Agent Monitoring

    Credo AI

  2. Layered Mutability: Continuity and Governance in Persistent Self-Modifying Agents

    Apr 16, 2026Krti TallamAgent MemoryAI Agent Governance

    Kamiwaza AI, San Francisco, CA, USA

  3. OOM-RL: Out-of-Money Reinforcement Learning Market-Driven Alignment for LLM-Based Multi-Agent Systems

    Apr 13, 2026Kun Liu, Liqun ChenAI AlignmentRL for LLM Agents

  4. ECM Contracts: Contract-Aware, Versioned, and Governable Capability Interfaces for Embodied Agents

    Apr 10, 2026Xue Qin, Simin Luan, Cong Yang +1Software EngineeringRobotics

    School of Software, Harbin Institute of Technology, Harbin, China. · School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China. · School of Future Science and Engineering, Soochow University, Suzhou,2026 China.

  5. The Self Driving Portfolio: Agentic Architecture for Institutional Asset Management

    Apr 2, 2026Andrew Ang, Nazym Azimbayev, Andrey KimFinancial ServicesMulti-Agent Orchestration

    Tau Balance and an adjunct professor at Columbia University · Altbridge

  6. Distributed Legal Infrastructure for a Trustworthy Agentic Web

    Mar 6, 2026Tomer Jordi Chaffer, Victor Jiawei Zhang, Sante Dino Facchini +6AI AccountabilityAI Agent Governance

    Faculty of Law, McGill University, Montreal, Canada. · Institute for Technoscience and Society. · Berkeley Center for Law & Technology, Berkeley, California, USA. +9

  7. A Dual-Helix Governance Approach Towards Reliable Agentic Artificial Intelligence for WebGIS Development

    Mar 4, 2026Boyuan Guan, Wencong Cui, Levente JuhaszSoftware Engineering AgentsAI Coding Agents

    Geographic Information Systems Center, Florida International University, Miami, FL, USA · Geospatial Analytics, Technology and Open Research Lab, University of Florida, Fort Lauderdale, FL, USA

  8. The Alignment Flywheel: A Governance-Centric Hybrid MAS for Architecture-Agnostic Safety

    Feb 28, 2026Elias Malomgré, Pieter SimoensAI Agent SafetyAI Agent Monitoring

    IDLab, Ghent University - imec, Belgium

  9. Bridging Symbolic Control and Neural Reasoning in LLM Agents -- The Structured Cognitive Loop

    Nov 21, 2025Myung Ho KimNeuro-Symbolic ReasoningAI Agent Governance

    JEI University

  10. Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions

    Sep 11, 2025Qinnan Hu, Yuntao Wang, Yuan Gao +3Agent ReliabilityAI Agent Security

    School of Cyber Science and Engineering, Xi’an Jiaotong University, China · School of Mechatronic Engineering and Automation, Shanghai University, China

  11. The Biggest Risk of Embodied AI is Governance Lag

    Date pendingShaoshan LiuAI AccountabilityAI Agent Governance

  12. ETHOS: Towards a Modular Ethics Framework for Clinical Multi-Agent Systems

    Date pendingRakesh Sharma, Sydney Pugh, Cameron Beeche +14AI Agent SafetyAI Agent Monitoring

    Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA · Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA · Department of Medicine, Division of Translational Medicine and Human Genetics, University of Pennsylvania, Philadelphia, PA 19104, USA +6