Human Oversight of AI

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13 papers in the last four weeks, up 117% on the four weeks before. 0.1% of all new papers.

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  1. From Assistance to Agency: Rethinking Autonomy and Control in CI/CD Pipelines

    May 8, 2026Marcus Emmanuel Barnes, Taher A. Ghaleb, Safwat HassanSoftware Engineering AgentsAgentic Workflows

    Faculty of Information University of Toronto Toronto, Ontario, Canada · Department of Computer Science Trent University Peterborough, Ontario, Canada

  2. Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight

    May 7, 2026Christopher Z. Cui, Taylor W. Killian, Prithviraj AmmanabroluScalable OversightLLM Safety

    University of California, San Diego · 2Brigham Young University

  3. From Review to Design: Ethical Multimodal Driver Monitoring Systems for Risk Mitigation, Incident Response, and Accountability in Automated Vehicles

    May 7, 2026Bilal Khana, Waseem Shariff, Rory Coyne +2AI AccountabilityAutonomous Driving

    C3I Imaging Lab, School of Engineering, University of Galway · Royal College of Surgeons in Ireland

  4. Automated alignment is harder than you think

    May 7, 2026Aleksandr Bowkis, Marie Davidsen Buhl, Jacob Pfau +1Scalable OversightAI Alignment

    AI Security Institute

  5. Making AI Drafts Count: A Quality Threshold in Audio Description Workflows

    May 6, 2026Lana Do, Shasta Ihorn, Charity M. Pitcher-Cooper +7Human Oversight of AIHuman-AI Collaboration

    Northeastern University United States · San Francisco State University United States · The Smith-Kettlewell Eye Research Institute United States +1

  6. A Workflow-Oriented Framework for Asynchronous Human-AI Collaboration in Hybrid and Compute-Intensive HPC Environments

    May 5, 2026Sergio Mendoza, Cedric Bhihe, Natalia Zamora +5High-Performance ComputingHuman-in-the-Loop AI

    1Barcelona Supercomputing Center, Spain · 2NTT DATA, Spain

  7. From Tool to Agent: How Worker Needs Reorganize Across the Agentic Roles of Workplace AI

    May 4, 2026Christine P. Lee, Min Kyung Lee, Bilge MutluHuman-AI InteractionHuman-AI Decision Making

    University of Wisconsin–Madison, Madison, WI, USA · University of Texas at Austin, Austin, TX, USA

  8. Less Interaction But More Explanation: A Communication Perspective on Agentic AI Interfaces

    May 2, 2026Eunchae Jang, S. Shyam SundarExplainable Artificial IntelligenceHuman-AI Interaction

    Media Effects Research Laboratory, Pennsylvania State University, Pennsylvania, USA · Center for Socially Responsible AI, Pennsylvania State University, Pennsylvania, USA

  9. AI Safety as Control of Irreversibility: A Systems Framework for Decision-Energy and Sovereignty Boundaries

    May 2, 2026Wesley Shu, Peng WeiAI ControlAI Governance

    The Institute of Energetic Paradigm · College of Plant Protection Southwest University, China

  10. Linking Behaviour and Perception to Evaluate Meaningful Human Control over Partially Automated Driving

    May 1, 2026Ashwin George, Lucas Elbert Suryana, Lorenzo Flipse +5Autonomous DrivingHuman-in-the-Loop Evaluation

    Centre for Meaningful Human Control, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, Zuid Holland, The Netherlands · Department of Cognitive Robotics, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, Zuid Holland, The Netherlands · Department of Transport & Planning, Delft University of Technology, Mekelweg 2, 2628 CD, Delft, Zuid Holland, The Netherlands +1

  11. Leading Across the Spectrum of Human-AI Relationships: A Conceptual Framework for Increasingly Heterogeneous Teams

    Apr 30, 2026Alejandro R. JadadHuman-AI Decision MakingHuman Oversight of AI

    Keck Medical School, University of Southern California & Founder, Vivenxia Group, LLC; Los Angeles, California, USA

  12. Resume-ing Control: (Mis)Perceptions of Agency Around GenAI Use in Recruiting Workflows

    Apr 29, 2026Sajel Surati, Rosanna Bellini, Emily BlackAI-Assisted Decision MakingHuman-AI Decision Making

    New York University, New York, New York, USA

  13. From Black-Box Confidence to Measurable Trust in Clinical AI: A Framework for Evidence, Supervision, and Staged Autonomy

    Apr 29, 2026Serhii Zabolotnii, Viktoriia Holinko, Olha AntonenkoClinical Decision SupportTrust in AI

    Cherkasy State Business College, Cherkasy, Ukraine · healthPrecision, New York, NY, USA

  14. Algorithmic Authority and the Clinical Standard of Care

    Apr 29, 2026Aizierjiang AiersilanAI AccountabilityHealthcare

    The George Washington University

  15. Update Opacity: Epistemic Accessibility and Governance Under AI System Change

    Apr 27, 2026Andrea Ferrario, Joshua HatherleyAI GovernanceHuman Oversight of AI

    Institute of Biomedical Ethics and History of Medicine, University of Zürich, Zürich, Switzerland · SUPSI, Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland · ETH Zürich, Zürich, Switzerland +1

  16. A Decoupled Human-in-the-Loop System for Controlled Autonomy in Agentic Workflows

    Apr 24, 2026Edward Cheng, Jeshua ChengAgentic WorkflowsHuman-in-the-Loop AI

  17. Participatory provenance as representational auditing for AI-mediated public consultation

    Apr 22, 2026Sachit MahajanData ProvenanceAlgorithmic Auditing

    Computational Social Science, D-GESS · ETH Zurich, Rämistrasse 101, 8092 Zurich, Switzerland

  18. Auditing and Controlling AI Agent Actions in Spreadsheets

    Apr 22, 2026Sadra Sabouri, Zeinabsadat Saghi, Run Huang +4Human-in-the-Loop AIAI Agent Monitoring

    University of Southern California Los Angeles, USA · California State Polytechnic University Pomona, USA · Microsoft Redmond, USA

  19. Agentic Literacy Debt: A Structural Problem the AI Literacy Field Has Not Yet Named

    Apr 21, 2026Rohith NamaAI LiteracyAI Agent Governance

  20. The Instrumental Dissolution of Typing: Why AI Challenges the Keyboard Era in Knowledge Work

    Apr 18, 2026Wei Roy HuaHuman-AI InteractionHuman Oversight of AI

    8T5 Innovations

  21. From Consumption to Reflection: Designing Human-AI Relations for Stable Reasoning

    Apr 17, 2026Rikard Rosenbacke, Carl Rosenbacke, Victor Rosenbacke +1LLM Safety AlignmentHuman Oversight of AI

    Faculty of Medicine, Lund University, Sweden · Department of Economics, Lund University School of Economics and Management, Sweden · Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, UK

  22. Bureaucratic Silences: What the Canadian AI Register Reveals, Omits, and Obscures

    Apr 16, 2026Dipto Das, Christelle Tessono, Syed Ishtiaque Ahmed +1Algorithmic AccountabilityAI Governance

    Department of Computer Science · University of Toronto · Toronto, Ontario, Canada +1

  23. Where are the Humans? A Scoping Review of Fairness in Multi-agent AI Systems

    Apr 16, 2026Simeon Allmendinger, Luca Deck, Lucas MuellerAlgorithmic FairnessMulti-Agent Systems

    University of Bayreuth · Fraunhofer FIT

  24. The Missing Knowledge Layer in AI: A Framework for Stable Human-AI Reasoning

    Apr 16, 2026Rikard Rosenbacke, Carl Rosenbacke, Victor Rosenbacke +1LLM Uncertainty EstimationAI Governance

    Faculty of Medicine, Lund University, Sweden · Department of Economics, Lund University School of Economics and Management, Sweden · Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, UK

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

    Mar 4, 2026Michael JülichAI AccountabilitySelective Prediction

    aihorizon R&D, Munich, Germany.

  26. Delegation and Verification Under AI

    Mar 3, 2026Lingxiao Huang, Wenyang Xiao, Nisheeth K. VishnoiHuman-in-the-Loop AIHuman-AI Decision Making

    Nanjing University · Yale University

  27. Agentic AI for Commercial Insurance Underwriting with Adversarial Self-Critique

    Jan 21, 2026Joyjit Roy, Samaresh Kumar SinghLLM Self-CorrectionAI Agent Safety

    Austin, Texas, USA · Leander, Texas, USA

  28. The Journal of Prompt-Engineered (Moral) Philosophy Or: Why AI-Assisted Ethics Research Requires Process Transparency

    Nov 10, 2025Michele LoiAI AccountabilityHuman Oversight of AI

    University of Milan

  29. Human-AI Complementarity: A Goal for Amplified Oversight

    Oct 30, 2025Rishub Jain, Sophie Bridgers, Lili Janzer +3Claim VerificationTrust in AI

    1Google DeepMind · 2Work done while previously at Google DeepMind

  30. AI Adoption Across Mission-Driven Organizations

    Oct 4, 2025Dalia Ali, Muneeb Ahmed, Hailan Wang +6AI GovernanceHuman Oversight of AI

    Technical University of Munich Munich, Germany · Princeton University Princeton, New Jersey, USA · WWF Mumbai, India +1