AI Governance

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Overview

AI governance examines who sets the rules for AI, how responsibilities are distributed, and how systems can be made accountable across their lifecycles. Approaches include risk-based regulation such as the EU AI Act, standards such as the NIST AI Risk Management Framework, and practical tools including audits, impact assessments, human oversight, incident reporting, runtime monitoring, and governance-as-code. Researchers also study public participation, rights, labor, privacy, and how governance differs across sectors and countries. A central tension is that formal policies and compliance records do not necessarily prove effective control or prevent harm, especially as AI systems become more autonomous and depend on complex supply chains.

Latest papers

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386 papers28 papers in the last four weeks, down 44% on the four weeks before. 0.2% of all new papers.

  1. Assessing Model-Agnostic XAI Methods against EU AI Act Explainability Requirements

    Mar 19, 2026Francesco Sovrano, Giulia Vilone, Michael LognoulAI Regulatory ComplianceExplainable Artificial Intelligence

    University of Italian-Speaking Switzerland (USI) · Analog Devices International · CRIDS, NADI, University of Namur

  2. An Onto-Relational-Sophic Framework for Governing Synthetic Minds

    Mar 19, 2026Huansheng Ning, Jianguo DingAI GovernanceAI Agent Governance

    School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China · Department of Computer Science, Blekinge Institute of Technology, 37179 Karlskrona, Sweden

  3. The Impact of Corporate AI Washing on Farmers' Digital Financial Behavior Response -- An Analysis from the Perspective of Digital Financial Exclusion

    Mar 19, 2026Zhanjie Wen, Wenxiu Li, Jiechang Xia +1Financial ServicesAI Governance

    School of Economics and Trade, Guangdong University of Finance, Guangzhou, Guangdong, 510521 · Institute of Finance and Economics, Chinese Academy of Social Sciences, Beijing, 100006 · Department of Computer Science, Faculty of Science, Hong Kong Baptist University, Hong Kong, 999077

  4. The Spillover Effects of Peer AI Rinsing on Corporate Green Innovation

    Mar 19, 2026Li Wenxiu, Wen Zhanjie, Xia Jiechang +1AI Governance

    School of Economics and Trade, Guangdong University of Finance, Guangzhou, Guangdong, 510521 · Institute of Finance and Economics, Chinese Academy of Social Sciences, Beijing, 100006 · Department of Computer Science, Faculty of Science, Hong Kong Baptist University, Hong Kong, 999077

  5. LLM Nepotism in Organizational Governance

    Mar 18, 2026Shunqi Mao, Wei Guo, Dingxin Zhang +2Algorithmic BiasSocial Bias in Language Models

    School of Computer Science, The University of Sydney

  6. Governing frontier general-purpose AI in the public sector: adaptive risk management and policy capacity under uncertainty through 2030

    Mar 16, 2026Fabio Correa XavierAI GovernanceAI Risk Management

  7. AI to Learn 2.0: A Deliverable-Oriented Governance Framework and Maturity Rubric for Opaque AI in Learning-Intensive Domains

    Mar 16, 2026Seine A. ShintaniAI GovernanceHuman Oversight of AI

    Department of Biomedical Sciences, College of Life and Health Sciences, Chubu University, Kasugai, Aichi 487-8501, Japan · Center for Mathematical Science and Artificial Intelligence, Chubu University, Kasugai, Aichi 487-8501, Japan · Institute for Advanced Research, Nagoya University, Nagoya, Aichi 464-8601, Japan

  8. Bridging the Gap in the Responsible AI Divides

    Mar 15, 2026Bálint Gyevnár, Atoosa KasirzadehAI EthicsResponsible AI

    Institute for Complex Social Dynamics, Carnegie Mellon University, Pittsburgh, USA · Departments of Philosophy & Software and Societal Systems, Carnegie Mellon University, Pittsburgh, USA

  9. Precautionary Governance of Autonomous AI: Legal Personhood as Functional Instrument

    Mar 14, 2026Karsten BrensingAI GovernanceAI Agent Governance

    Independent Researcher · AGI Rights Project

  10. Governing the Agentic Enterprise: A Governance Maturity Model for Managing AI Agent Sprawl in Business Operations

    Mar 13, 2026Vivek AcharyaAI Agent GovernanceAI Governance

    Independent Researcher, Dallas, TX, USA

  11. The Economics of AI Supply Chain Regulation

    Mar 13, 2026Sihan Qian, Amit Mehra, Dengpan LiuAI GovernanceSupply Chain Management

    School of Economics and Management, Tsinghua University. · Naveen Jindal School of Management, The University of Texas at Dallas.

  12. Modal Logical Neural Networks for Financial AI

    Mar 12, 2026Antonin SulcAI Regulatory ComplianceNeuro-Symbolic AI

    Lawrence Berkeley National Lab, Berkeley, CA, USA

  13. AI Governance Control Stack for Operational Stability: Achieving Hardened Governance in AI Systems

    Mar 12, 2026Horatio MorganAI GovernanceAI Assurance

    Morgan Signing House, AI Governance Architect

  14. The Landscape of Generative AI in Information Systems: A Synthesis of Secondary Reviews and Research Agendas

    Mar 12, 2026Aleksander Jarzębowicz, Adam Przybyłek, Jacinto Estima +14Generative AI AdoptionAI Governance

    Wrocław University of Science and Technology

  15. The Artificial Self: Characterising the landscape of AI identity

    Mar 11, 2026Raymond Douglas, Jan Kulveit, Ondrej Havlicek +3AI Governance

    ACS Research, CTS, Charles University · University of Toronto · Telic Research

  16. Counterweights and Complementarities: The Convergence of AI and Blockchain Powering a Decentralized Future

    Mar 11, 2026Yibai Li, Zhiye Jin, Xiaobing +4AI Governance

    Emily · University of Scranton · Marywood University +3

  17. COMPASS: The explainable agentic framework for Sovereignty, Sustainability, Compliance, and Ethics

    Mar 11, 2026Jean-Sébastien Dessureault, Alain-Thierry Iliho Manzi, Soukaina Alaoui Ismaili +3Carbon-Aware ComputingAI Agent Governance

    Mathematics and Computer science, Université du Québec à Trois-Rivières, 3351 Boul. des Forges, Trois-Rivières, G8Z 4M3, Québec, Canada. · LSSI - Laboratory of Signal and System Integration, Electrical and Computer Engineering Department, Université du Québec à Trois-Rivières, 3351 Boul. des Forges, Trois-Rivières, G8Z 4M3, Québec, Canada. · Social Communication Department, Université du Québec à Trois-Rivières, 3351 Boul. des Forges, Trois-Rivières, G8Z 4M3, Québec, Canada. +1

  18. RCTs for Frontier AI Governance: Methodological Challenges and Solutions for Human Uplift Studies

    Mar 11, 2026Patricia Paskov, Kevin Wei, Shen Zhou Hong +7Causal InferenceAI Governance

    RAND, Santa Monica, CA 90407, United States · Johns Hopkins University, Baltimore, MD 21218, United States · Cornell University, Ithaca, NY 14853, United States +4

  19. Is your AI Model Accurate Enough? The Difficult Choices Behind Rigorous AI Development and the EU AI Act

    Mar 11, 2026Lucas G. Uberti-Bona Marin, Bram Rijsbosch, Kristof Meding +3AI Governance

    Law & Tech Lab, Maastricht University, Maastricht, The Netherlands · University of Tübingen - Computational Law Lab, TÜbingen, Germany

  20. Stability of AI Governance Systems: A Coupled Dynamics Model of Public Trust and Social Disruptions

    Mar 10, 2026Jiaqi Lai, Hou Liang, Weihong HuangHawkes ProcessesAI Governance

    Nanyang Technological University, Singapore

  21. "Better Ask for Forgiveness than Permission": Practices and Policies of AI Disclosure in Freelance Work

    Mar 8, 2026Angel Hsing-Chi Hwang, Senya Wong, Baixiao Chen +2AI Use DisclosureAI and Labor

    University of Southern California · Emory University · IBM Research

  22. The Rise of AI in Weather and Climate Information and its Impact on Global Inequality

    Mar 5, 2026Amirpasha Mozaffari, Amanda Duarte, Lina Teckentrup +8Algorithmic BiasAI Governance

    Earth Sciences Department, Barcelona Supercomputing Center (BSC), Plaça d’Eusebi Güell, 1-3, Barcelona, 08034, Spain. · School of Public Health, Imperial College London, White City Campus, London, W12 7TA, United Kingdom. · Independent Researcher. +1

  23. Incentive Aware AI Regulations: A Credal Characterisation

    Mar 5, 2026Anurag Singh, Julian Rodemann, Rajeev Verma +2Mechanism DesignImprecise Probability

    1Rational Intelligence Lab, CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · Department of Statistics, LMU Munich, Germany · 3UvA-Bosch Delta Lab, University of Amsterdam, Netherlands +1

  24. No Certificate, No Categorical Speech Act: A Brouwerian Assertibility Constraint for Public Reason

    Mar 4, 2026Michael JülichAI AccountabilitySelective Prediction

    aihorizon R&D, Munich, Germany.

  25. Social physics in the age of artificial intelligence

    Mar 4, 2026The Anh Han, Joel Z. Leibo, Tom Lenaerts +4Computational Social ScienceAI Governance

    School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK. · Google DeepMind, London, UK · Machine Learning Group, Universit´e Libre de Bruxelles, Brussels, Belgium +9

  26. The Controllability Trap: A Governance Framework for Military AI Agents

    Mar 3, 2026Subramanyam SahooAI Agent GovernanceAI Governance

    MARS (Mentorship for Alignment Researchers) 4.0 Fellow Cambridge AI Safety Hub (CAISH) University of Cambridge

  27. AI Space Physics: Constitutive boundary semantics for open AI institutions

    Mar 3, 2026Oleg Romanchuk, Roman BondarAI Agent GovernanceAI Governance

  28. Beyond Detection: Governing GenAI in Academic Peer Review as a Sociotechnical Challenge

    Mar 2, 2026Tatiana Chakravorti, Pranav Narayanan Venkit, Sourojit Ghosh +1Scholarly Peer ReviewAI Governance

    Pennsylvania State University, University Park, Pennsylvania, USA · Salesforce AI Research, San Francisco, California, USA · University of Washington, Seattle, Washington, USA

  29. The Sentience Readiness Index: A Preliminary Framework for Measuring National Preparedness for the Possibility of Artificial Sentience

    Mar 2, 2026Tony RostAI GovernanceAI Safety

    The Harder Problem Project Portland, OR, United States

  30. Real-World AI Evaluation: How FRAME Generates Systematic Evidence to Resolve the Decision-Maker's Dilemma

    Feb 28, 2026Reva Schwartz, Gabriella WatersHuman-Centered AIAI Governance

    Civitaas Insights · Center for Responsible AI, Virginia State University, and Civitaas Insights