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. Comprehension Audits to Mitigate Risks from Automated AI Research

    Oct 7, 2026Ronald J. Bodkin, Bahrad A. Sokhansanj, Gillian K. HadfieldHuman Oversight of AIAI Safety

    Independent · Institute for Law and AI · Johns Hopkins University

  2. Careful Judge: Safe and Efficient Human-AI Collaborative Decision Making

    Oct 6, 2026Chenyu Zhang, Rachel Luo, Boyi Li +3Human-AI Decision MakingHuman-in-the-Loop AI

    MIT · NVIDIA · NVIDIA, Stanford University

  3. A Case Study in Assuring AI-Written Software

    Oct 6, 2026Lindsey Ferris, Sierra BonillaAI Agent ReliabilityAI Assurance

    Independent Researcher · University College London London, United Kingdom

  4. Process Constitutions and Process Stewards: Towards the Next Generation of BPM for Agentic Organizations

    Oct 5, 2026Amin Jalali, Majid RafieiAgentic WorkflowsAI Agent Governance

    Department of Computer and Systems Sciences, Stockholm University, Sweden · SAP Signavio, Berlin, Germany

  5. Feedback Without the Wait: Piloting a Generative AI Practice Platform in a Large Maths Class

    Oct 1, 2026Lili Chen, Gavin Buskes, Yuxin Ren +1Educational AssessmentEducational Technology

    The University of Melbourne · Monash University

  6. Cybernetic and Epistemic: A Missing Vocabulary for Trustworthy Agentic Delegation

    Oct 1, 2026Jérémie LumbrosoAI AccountabilityAgentic Code Generation

    University of Pennsylvania

  7. Subjects, Not Authors: The Authorship Hazard in Agentic Dataspaces

    Sep 24, 2026Seungho Lee, Changbin LeeRuntime Enforcement for AI AgentsAI Agent Governance

    Korea Trade Network (KTNET), Seoul, Republic of Korea

  8. The Last Human Gate: Forward Deployed Engineering for Governance Automation

    Sep 24, 2026Jeremy CanaleAI Agent GovernanceAI Governance

  9. The Ethics of Artificial Intelligence in Military Operations

    Sep 22, 2026Nicolas Drapier, Florian Mauberger, Aladine Chetouani +1AI AccountabilityAI Governance

    L2TI Laboratory, Universit´e Sorbonne Paris Nord, 99 Avenue Jean-Baptiste Cl´ement, Villetaneuse, 93430, France. · SAS Impact, 1 Rue Sainte-Anne, Orl´eans, 45000, France.

  10. Seeing Is Not Perceiving: When Synthetic Consumers Can and Cannot Pretest Visual Marketing

    Sep 22, 2026Yi-Lin Tsai, Yung-Hsiu, LaiHuman Oversight of AIGenerative AI Evaluation

    Arvin · Department of Management and Marketing, The University of Melbourne

  11. greCAPTCHA: Assessing Understanding as Evidence of Research Authorship Under Generative AI

    Sep 17, 2026Justin Payan, Bálint Gyevnár, Atoosa Kasirzadeh +1Authorship AttributionAutomated Evaluation

    Machine Learning Department, Carnegie Mellon University · Institute for Complex Social Dynamics, Carnegie Mellon University · Departments of Philosophy & Software and Societal Systems, Carnegie Mellon University +1

  12. When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration

    Sep 14, 2026AI Collaboration, Jiaying Wu, Caleb Ziems +19Human Oversight of AIHuman-AI Collaboration

    National University of Singapore · Stanford University · Genue +10

  13. Characterizing Bluesky Content Moderation Service: From Automation of Service to Landscape of Harms

    Sep 12, 2026Pushpdeep Singh, Sayeh Jarollahi, Ayan Majumdar +5Algorithmic AuditingContent Moderation

    Max Planck Institute for Software Systems (MPI-SWS), Germany · Saarland University, Germany · Indian Institute of Technology Kharagpur, India

  14. MOONWALK: Mediating Operations with Intent-Evidence-Action Alignment Across Junior-Supervisor Review Workflows in Animation/VFX Pre-Production

    Sep 9, 2026Shih-Yu Lai, Wen-Fan Wang, Sai Ling +3Human Oversight of AIHuman-AI Collaboration

    National Taiwan University, Taipei, Taiwan · MoonShine Animation Studio, Taipei, Taiwan · Cornell Tech, New York City, USA +1

  15. It Is Not My Code Anymore

    Sep 8, 2026Augusto CamargoAlgorithmic AccountabilityCode Generation Evaluation

    Institute of Mathematics, Statistics and Computer Science (IME) University of São Paulo, São Paulo, Brazil

  16. When Intelligence Becomes Agency: A Theory of Governed, Proactive Agency for Symbiotic AI Systems

    Sep 7, 2026João Dias FerreiraAgent EvaluationProactive Assistance

    Wyrde AI

  17. From Matching Models to Recruiting Agents: A Systematized Narrative Review of AI Recruitment Systems, Evaluation, and Governance

    Sep 7, 2026Ziyi Zhao, Guanzheng WeiAI GovernanceHuman Oversight of AI

    University of Chinese Academy of Social Sciences · Southwest University

  18. Knowing Is Not Enough: Information Retrievability as a Precondition to Effective LLM Oversight

    Sep 2, 2026Xinyu Fu, Narayan Ramasubbu, Dennis GallettaLLM ReliabilityHuman Oversight of AI

    Robinson College of Business Georgia State University 55 Park Place NE, Atlanta, GA 30303, USA · School of Business University of Pittsburgh 3950 Roberto and Vera Clemente Dr, Pittsburgh, PA 15260, USA

  19. A Mathematical Framework for Legacy, Governance, and Decision Integrity in Enterprise AI

    Sep 1, 2026Shorab SarkerAI-Assisted Decision MakingAI Accountability

    Independent Researcher · The Math Behind Innovation

  20. Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

    Aug 31, 2026Bahar İlgen, Yiannos Tolias, Denise Kühnert +5Cancer GenomicsOncology

    1*Centre for Artificial Intelligence in Public Health Research (ZKI-PH),2026 Robert Koch Institute, Nordufer 20, Berlin, 13353, Germany. · 2Directorate-General for Health and Food Safety, European Commission, Rue de Loi 200, Brussels, B-1049, Belgium.Aug · Department of Natural Sciences, School of Science and Technology, Deree-The American College of Greece, Gravias 6, Athens, 15342,31 Greece. +5

  21. AI Agents Push Humans Out of the Loop

    Aug 24, 2026Margaret Mitchell, Avijit Ghosh, Samir PassiAI Agent SafetyHuman-in-the-Loop AI

    Hugging Face · Data & Society

  22. The GenAI Catch-22: Use of Generative Artificial Intelligence in Norwegian Newsrooms During the 2025 Parliamentary Election

    Aug 11, 2026Mari Reisjå, Anders Sundnes LøvlieAI GovernanceHuman Oversight of AI

    IT University of Copenhagen

  23. The CASE Framework: A Multi-Disciplinary Control Architecture for Governing Enterprise Agentic AI

    Aug 10, 2026Srinivas Telukunta, Georgios Nektarios Lilis, Lucio BaronAI Agent EvaluationAI Agent Governance

    Cornell University · Johns Hopkins University · AI71

  24. Towards Assurance Closure in AI-Native Large-Scale Agile Software Development

    Aug 7, 2026Ricardo BrittoAI AssuranceSoftware Engineering Agents

    Ericsson, Sweden · Blekinge Institute of Technology, Sweden

  25. A Human Audit of OpenAIs AI-Generated Mathematical Proofs

    Aug 3, 2026Mikołaj Sienicki, Krzysztof SienickiLLM AuditingHuman Oversight of AI

    Polish-Japanese Academy of Information Technology ul. Koszykowa 86, 02-008 Warsaw, Poland, European Union · Chair of Theoretical Physics of Naturally Intelligent Systems (NIS)1 ul. Lipowa 2 / Topolowa 19, 05-807 Podkowa Leśna, Poland, European Union

  26. Rethinking Artificial Intelligence in Medical Imaging: Assumptions, Reality, and Reframing

    Jul 29, 2026Arman Rahmim, Nourhan Bayasi, Xiaoxiao Li +2Medical ImagingMedical Imaging Foundation Models

    Department of Basic and Translational Research, BC Cancer Research Institute, Vancouver, BC, Canada · Department of Radiology, University of British Columbia, Vancouver, BC, Canada · Departments of Physics and Biomedical Engineering, University of British Columbia, Vancouver, BC, Canada +3

  27. A First Look at Coding Agents' Compliance with AI Contribution Rules in Open-Source Communities

    Jul 29, 2026Wenhao Yang, Runzhi He, Minghui ZhouAI Coding AgentsAI Agent Benchmarks

    Peking University, Beijing, China

  28. Why Public Service AI Governance Frameworks Risk Failing in the Age of General-Purpose AI: Lessons from Policing

    Jul 28, 2026Sam Relins, Daniel BirksAI Safety EvaluationAI Governance

    School of Law, University of Leeds, Leeds, UK · ESRC Vulnerability and Policing Futures Research Centre

  29. F(AI)2R: Who Did What, and Who Checked? Verifiable AI Provenance as an Executable Skill

    Jul 28, 2026Florian KrebsData ProvenanceAI Agent Governance

    Deutsches Zentrum für Luft- und Raumfahrt (DLR)

  30. Separating Capability from Permission: A Governance Framework for Agentic AI Autonomy Levels

    Jul 26, 2026Haining Zheng, Qian Dong, Rodolfo K. Depena +3AI Agent GovernanceHuman Oversight of AI

    1ExxonMobil Technology and Engineering Company · 2ExxonMobil Global Operations Company

  31. The Checking Problem: What must be true before AI ships in a regulated firm

    Jul 25, 2026Prerit AhujaHuman-in-the-Loop EvaluationHuman Oversight of AI

    Independent Researcher

  32. Traceable Scholarship: Page Anchors and Ariadne's Thread for Humanistic Inquiry in the Age of Generative AI

    Jul 23, 2026Deyu JingData ProvenanceCitation Verification

    Fudan University, Shanghai, China

  33. Defining AI-Native Systems: Autonomy as Revision Authority

    Jul 22, 2026Cheng TanHuman Oversight of AISelf-Evolving Agents

    Northeastern University

  34. Public perceptions of AI-driven decision-making in healthcare: A structural equation modeling approach

    Jul 21, 2026Leonie Westerbeek, Ernesto de Leon, Julia C. M. van WeertTrust in AIHuman Oversight of AI

    Amsterdam School of Communication Research/ASCoR, University of Amsterdam, Amsterdam, The Netherlands

  35. Nonuniformity Principle in Human-AI Coworking

    Jul 17, 2026An Luo, Jie DingAgentic WorkflowsHuman Oversight of AI

    School of Statistics, University of Minnesota

  36. When Not to Automate: A Formal Protocol for Human Preservation in AI-Optimized Organizations

    Jul 17, 2026Jose Manuel de la Chica Rodriguez, Jairo Rodriguez Arias, Spyridon ChouliarasAI Risk ManagementBusiness Process Automation

    1Santander AI Lab

  37. The Industrialization of Research ; On AI-Driven Science and Its Consequences

    Jul 16, 2026Emmanuel JeannotAI-Assisted Scientific ResearchAI Governance

    Inria

  38. Practical Judgment, Virtue, and Intuition in the Use of Opaque AI-Enabled Systems

    Jul 14, 2026Nathan G. Wood, Andrew P. ReberaAI GovernanceHuman-AI Decision Making

  39. Vertical Standardisation for High-Risk AI Systems under the EU AI Act: A Domain-Specific Framework for Algorithmic Hiring

    Jul 14, 2026Anna Gatzioura, Vrettos Moulos, Nina BaranowskaAI-Assisted Decision MakingAlgorithmic Fairness

    University Pompeu Fabra, Barcelona, Spain · University of Piraeus, Piraeus, Greece · Leiden University, Leiden, Netherlands

  40. Introducing Human-Centeredness in AI-Assisted Lexicography

    Jul 13, 2026Antonio San Martin, Catherine TrekkerHuman-Centered AIHuman Oversight of AI

    Université du Québec à Trois-Rivières

  41. Comparing Socio-technical Design Principles with Guidelines for Human-centered AI

    Jul 11, 2026Thomas HerrmannHuman-Centered AIHuman Oversight of AI

    Ruhr-University Bochum, Institut für Arbeitswissenschaft, Bochum, Germany

  42. Neutralizing Structural Inequality in the Nigerian FinTech Sector

    Jul 11, 2026Muhammad Abdullahi SaidAlgorithmic FairnessFinancial Fraud Detection

  43. Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough

    Jul 10, 2026Gaia Grosso, Vinicius Mikuni, Lukas HeinrichAI for ScienceHuman Oversight of AI

    NSF AI Institute for Artificial Intelligence and Fundamental Interactions, Cambridge, MA · MIT Laboratory for Nuclear Science, Cambridge, MA · School of Engineering and Applied Sciences, Harvard University, Cambridge, MA +3

  44. The Changing Role of Symbolic Methods in Artificial Intelligence

    Jul 6, 2026Jun SunLogical ReasoningSymbolic Reasoning

    Singapore Management University, Singapore

  45. Steerability via constraints: a substrate for scalable oversight of coding agents

    Jul 2, 2026Thomas WinningerScalable OversightCoding Agents

    Télécom SudParis, Évry-Courcouronnes, France · ENS Paris-Saclay, Gif-sur-Yvette, France

  46. Scaling Trends for Lie Detector Oversight in Preference Learning

    Jul 2, 2026Oskar J. Hollinsworth, Ann-Kathrin Dombrowski, Sam Adam-Day +2Scalable OversightDeception in Language Models

  47. AI, Trust, and Teaming: The Humans-as-Handlers Approach for Autonomous and Opaque AI Systems

    Jul 1, 2026Nathan G. WoodAI AccountabilityTrust in AI

  48. A Contextual-Bandit Oversight Game with Two-Sided Informational Asymmetry

    Jun 30, 2026Yunjin TongReinforcement LearningImperfect-Information Games

    Stanford Graduate School of Business

  49. Who Determines the Meaning of an Emotion? Affective Sovereignty as an Epistemic Consequence of Measurement Limits

    Jun 30, 2026Keito InoshitaHuman Oversight of AIEmotion Recognition

    Faculty of Business and Commerce, Kansai University, 3-3-35 Yamate-cho, Suita, 564-8680, Osaka, Japan.

  50. LLMography: Transforming Human-AI Conversations into Traceability, Oversight, and Auditability Indicators

    Jun 28, 2026Mohammed BousmahLLM AuditingHuman Oversight of AI

    LTI Laboratory, National School of Applied Sciences, Chouaib Doukkali University, El Jadida, Morocco

  51. The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing

    Jun 23, 2026Eileanor LaRocco, Sarah Tan, Adarsh Subbaswamy +4AI AccountabilityClinical Decision Support

    University of Virginia · Cornell University · University of Maryland, Baltimore +1

  52. AI Scientists as Engines of Discovery: A Case for Development within Reformed Institutions

    Jun 22, 2026Raul Jimenez, Boris Bolliet, Francisco Villaescusa-Navarro +7AI Agents for Scientific DiscoveryScientific Hypothesis Generation

    Institute of Cosmos Sciences (ICCUB), University of Barcelona, Barcelona, Spain · ICREA, Barcelona, 08010, Spain · Cavendish Astrophysics, University of Cambridge, Madingley Road, Cambridge CB3 0HA, UK +10

  53. The Algorithmic-Human Manager: AI, Apps, and Workers in the Indian Gig Economy

    Jun 18, 2026Omir Kumar, Krishnan NarayananAlgorithmic FairnessAI Governance

    Policy Analyst, Centre for Responsible AI, IIT Madras (CeRAI) · Researcher, CeRAI, IIT Madras · Co-founder and President, itihaasa Research and Digital

  54. Agentic AI Enhances Physician Trust in Clinical Decision Making

    Jun 16, 2026Zhiling Yan, Zhe Fang, David J King +10Clinical Decision-MakingTrust in AI

    Department of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA · Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA · Department of Medicine, Division of Cardiology, University of Florida, Gainesville, FL, USA +4

  55. Regulating the Machine Contributor: Governance and Policy Alignment in Open Source

    Jun 12, 2026Jassem Manita, Aziz AmariAI Agent GovernanceAI Governance

    Faculty of Sciences of Tunis (FST), University of Tunis El Manar, Tunis, Tunisia · National Institute of Applied Science and Technology (INSAT), University of Carthage, Tunis, Tunisia

  56. The Silent Cost of Artificial Intelligence Assistance: A Theory of Autonomy Surrender, the Recovery Mechanism, and the Restoration of Human Agency

    Jun 11, 2026Ancuta Margondai, Julie Rader, Emma Rader +2AI-Assisted Decision MakingHuman-AI Decision Making

    Department of Modeling and Simulation University of Central Florida

  57. Fault Lines: Navigating Ethics and Responsible AI Where National Policy Meets Local Practice in Public Sector Transformation

    Jun 11, 2026Sitong Lyu, Shabnam Taghiyeva, Mohit Kukadia +1AI AccountabilityAI Governance

    Centre for Machine Intelligence, University of Sheffield · Blavatnik School of Government, University of Oxford

  58. (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

    Jun 11, 2026Chen Zhu, Xiaolu Wang, Weilong ZhangAI Agent ReliabilityAI-Assisted Scientific Research

    China Agricultural University · University of Cambridge

  59. AI Assurance in UK Defence: Challenges in Operationalising JSP 936

    Jun 8, 2026Callum Cockburn, Sam FarrowAI AssuranceAI Governance

    Synoptix

  60. Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human

    Jun 8, 2026Emre TuranLearning to DeferLLM Guardrails

    Independent Researcher