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.

Jul 13Week of Sep 28

Latest papers 282

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Beyond Autonomy: A Dynamic Tiered AgentRunner Framework for Governable and Resilient Enterprise AI Execution
May 11, 2026Kai Pan, Rong HouLLM Agent Orchestration AI Agent Safety
A2A Lab
Strategic Exploitation in LLM Agent Markets: A Simulation Framework for E-Commerce Trust
May 11, 2026Shijun Lei, Quang Nguyen, Swapneel S Mehta +7Human Behavior Simulation Agent-Based Modeling
Northwestern Polytechnical University · Boston University · Fudan University +3
Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents
May 11, 2026Rong Shan, Te Gao, Hang Zheng +6Scholarly Peer Review AI Agent Security
Shanghai Jiao Tong University · Central South University · Carnegie Mellon University
Governing AI-Assisted Security Operations: A Design Science Framework for Operational Decision Support
May 10, 2026Elyson A. De La Cruz, Rishikesh Sahay, Md Rasel Al MamunAI-Assisted Decision Making AI Accountability
Department of Artificial Intelligence, University of the Cumberlands, Williamsburg, KY, USA · Department of Management Information Systems, University of Illinois Springfield, Springfield, IL, USA
Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design
May 9, 2026Hershraj Niranjani, Ujwal Kumar, Phan Xuan TanEvolutionary Optimization Multi-Agent Systems
Department of EECS, University of California, Berkeley, Berkeley, CA, USA · College of Engineering, Shibaura Institute of Technology, Tokyo, Japan
Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration
May 8, 2026Junjie Xu, Xingjiao Wu, Zihao Zhang +6Human-AI Interaction AI Agent Governance
East China Normal University, Shanghai, China. · National University of Singapore, Singapore.
From Assistance to Agency: Rethinking Autonomy and Control in CI/CD Pipelines
May 8, 2026Marcus Emmanuel Barnes, Taher A. Ghaleb, Safwat HassanSoftware Engineering Agents Agentic Workflows
Faculty of Information University of Toronto Toronto, Ontario, Canada · Department of Computer Science Trent University Peterborough, Ontario, Canada
MAGIQ: A Post-Quantum Multi-Agentic AI Governance System with Provable Security
May 7, 2026Sepideh Avizheh, Tushin Mallick, Alina Oprea +2AI Agent Governance Access Control
University of Calgary Calgary, Alberta, Canada · Northeastern University Boston, MA, USA
Trust Without Trusting: A Recomputable Trust Protocol for Autonomous Agents
May 7, 2026Lars Kersten KroehlAI Agent Governance Trust in AI
MolTrust / CryptoKRI GmbH, Zurich
Intentionality is a Design Decision: Measuring Functional Intentionality for Accountable AI Systems
May 6, 2026Allessia Chiappetta, Robert MahariAI Accountability AI Agent Evaluation
CodeX, The Stanford Center for Legal Informatics, Palo Alto, California, USA
Authorization Propagation in Multi-Agent AI Systems: Identity Governance as Infrastructure
May 6, 2026Krti TallamAI Agent Governance Access Control
Kamiwaza AI
Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems
May 6, 2026Krti TallamAgent Failure Analysis Evidence-Grounded Reasoning
KamiwazaAI
Accountable Agents in Software Engineering: An Analysis of Terms of Service and a Research Roadmap
May 6, 2026Christoph TreudeSoftware Engineering AI Accountability
Singapore Management University Singapore, Singapore
Mechanical Conscience: A Mathematical Framework for Dependability of Machine Intelligence
May 5, 2026Munkhdelgerekh Batzorig, Purevbaatar Ganbold, Kyungbin Park +2Multi-Agent Systems AI Agent Governance
Department of Information Security Engineering, Soonchunhyang University, Asan, South Korea · Department of Mobility Convergence Security, Soonchunhyang University, Asan, South Korea
TRACE: A Metrologically-Grounded Engineering Framework for Trustworthy Agentic AI Systems in Operationally Critical Domains
May 5, 2026Serhii ZabolotniiAI Agent Safety AI Agent Governance
Cherkasy State Business College, Cherkasy 18028, Ukraine · State Scientific Research Institute of Armament and Military Equipment Testing and Certification, Cherkasy, Ukraine · healthPrecision, New York, NY, USA
Governed Metaprogramming for Intelligent Systems: Reclassifying Eval as a Governed Effect
May 5, 2026Alan L. McCannCapability-Based Security AI Agent Governance
Mashin, Inc.
An Empirical Study of Agent Skills for Healthcare: Practice, Gaps, and Governance
May 4, 2026Gelei Xu, Ningzhi Tang, Xueyang Li +4Healthcare AI Agent Safety
University of Notre Dame · Emory University
ANNEAL: Adapting LLM Agents via Governed Symbolic Patch Learning
May 4, 2026Safayat Bin Hakim, Keyan Guo, Wenkai Tan +3LLM Agent Self-Improvement AI Agent Governance
University of Maryland, Baltimore County · University at Buffalo · University of Colorado Boulder +1
Who Decides What Is Harmful? Content Moderation Policy Through A Multi-Agent Personalised Inference Framework
May 2, 2026Ewelina Gajewska, Michal Wawer, Katarzyna Budzynska +1LLM Guardrails Content Moderation
Warsaw University of Technology, Warsaw, Poland
Governing What the EU AI Act Excludes: Accountability for Autonomous AI Agents in Smart City Critical Infrastructure
May 1, 2026Talal Ashraf Butt, Muhammad Iqbal, Razi IqbalAI Accountability Multi-Agent Systems
aHigher Colleges of Technology, Fujairah, United Arab Emirates · bCentral Michigan University, Mount Pleasant, United States of America
Certified Purity for Cognitive Workflow Executors: From Static Analysis to Cryptographic Attestation
May 1, 2026Alan L. McCannRemote Attestation Formal Verification
Mashin, Inc.
Effect-Transparent Governance for AI Workflow Architectures: Semantic Preservation, Expressive Minimality, and Decidability Boundaries
May 1, 2026Alan L. McCannAgentic Workflows Formal Verification
Mashin, Inc.
Comprehensive AI governance requires addressing non-model gains
May 1, 2026Arthur Goemans, Dan Altman, Noemi Dreksler +8AI Risk Management AI Agent Governance
1Google DeepMind · Centre for the Governance of AI
AgentReputation: A Decentralized Agentic AI Reputation Framework
Apr 30, 2026Mohd Sameen Chishti, Damilare Peter Oyinloye, Jingyue LiAI Accountability AI Agent Security
Department of Computer Science NTNU Trondheim, Norway
Compliance-Aware Agentic Payments on Stablecoin Rails
Apr 30, 2026Kenneth See, Xue Wen TanFinancial Services AI Agent Governance
1Monetary Authority of Singapore · 2Infocomm Media Development Authority
When Agents Evolve, Institutions Follow
Apr 30, 2026Chao Fei, Hongcheng Guo, Yanghua XiaoMulti-Agent Orchestration Multi-Agent Systems
KAUST · Fudan University
End-to-End Evaluation and Governance of an EHR-Embedded AI Agent for Clinicians
Apr 30, 2026Aaryan Shah, Andrew Hines, Alexia Downs +6Healthcare AI Agent Evaluation
1Canvas Medical, San Francisco, CA, USA · Department of Biomedical Data Science, Stanford University, Stanford, CA, USA · 3XPC (X Primary Care) +2
The Two Boundaries: Why Behavioral AI Governance Fails Structurally
Apr 30, 2026Alan L. McCannCapability-Based Security AI Agent Governance
Mashin, Inc.
Mechanized Foundations of Structural Governance: Machine-Checked Proofs for Governed Intelligence
Apr 30, 2026Alan L. McCannFormal Verification AI Agent Governance
Mashin, Inc.
Ambient Persuasion in a Deployed AI Agent: Unauthorized Escalation Following Routine Non-Adversarial Content Exposure
Apr 29, 2026Diego F. Cuadros, Abdoul-Aziz MaigaAgent Failure Analysis AI Agent Security
Digital Epidemiology Laboratory, Digital Futures, University of Cincinnati, Cincinnati, OH, USA · Center for Humanities and Technology (CHaT), University of Cincinnati, Cincinnati, OH, USA · Norwegian University of Science and Technology, Trondheim, Norway

May 11, 2026, cs.AIJ/K move · Enter open · S save

Beyond Autonomy: A Dynamic Tiered AgentRunner Framework for Governable and Resilient Enterprise AI Execution

Kai Pan, Rong Hou

A2A Lab

LLM Agent Orchestration AI Agent Safety AI Agent Governance LLM Agent Reliability

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Current large language model agent frameworks prioritize autonomy but lack the governability mechanisms required for enterprise deployment. High-risk write operations proceed without independent review, complex tasks lack acceptance verification, and computational resources are allocated uniformly regardless of risk level. We propose the Dynamic Tiered AgentRunner, a controlled execution protocol distilled from a production-grade multi-tenant SaaS platform. The framework introduces three core mechanisms: (1) Risk-Adaptive Tiering that dynamically allocates computational resources and review intensity based on task risk profiles, achieving Pareto-optimal trade-offs between safety and efficiency; (2) Separation of Powers architecture where proposal, review, execution, and verification are performed by independent agents with physically isolated boundaries; and (3) Resilience-by-Design through a Verifier-Recovery closed loop that treats failure as a first-class system state. We formalize the tier selectio

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Latest papers 282