Trust in AI

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14 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Toward Standardized Cross-Vendor Agent Tool Trust Management in Autonomous Networks

    Jul 28, 2026Ravi Kant Sharma, Ashutosh Uttam, Ajay KumarAI Agent SecurityAI Agent Monitoring

    Ericsson

  2. Image Quality Dependent Degradation for AI Systems

    Jul 28, 2026Yannick Kees, Elena Hoemann, Frank Köster +1Autonomous Driving PerceptionObject Detection

    German Aerospace Center (DLR) Institute for AI Safety and Security

  3. Individual-level interventions against sycophantic AI reduce its appeal but not its persuasiveness

    Jul 28, 2026Meryl Ye, Robert Kraut, Steve RathjeLLM SycophancyHuman-AI Interaction

    1Carnegie Mellon University. · 2New York University.

  4. Evaluating the Impact of Explainable AI on Trust in AI-Assisted Code Review

    Jul 27, 2026Zhenhan Gao, Marvin Muñoz Barón, Umm-e Habiba +2Explainable Artificial IntelligenceAutomated Code Review

    Technical University of Munich, Heilbronn, Germany · University of Hohenheim, Hohenheim, Germany

  5. Co-design of LLM-based preference agents: participation may drive overtrust

    Jul 23, 2026Michael J. FellHuman Preference ModelingPreference Alignment

    University College London, London, UK

  6. 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

  7. Engineering Trustworthy Agentic AI for Critical Systems

    Jul 20, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +3AI AssuranceAgent Reliability

    Innovations in Systems Trust and Resilience (iSTAR) Laboratory, Texas A&M University, TX, USA · Texas A&M Institute of Data Science - Security, Privacy and Resilience for Trusted AI (SPARTA) Thematic Lab., Texas A&M University, TX, USA · Texas A&M Global Cyber Research Institute (GCRI), Texas A&M University, TX, USA

  8. Position: We Need Practical AI Alignment Methods to Mirror Human Reasoning

    Jul 20, 2026Vijay Keswani, Breanna K. Nguyen, Cyrus Cousins +3Explainable Artificial IntelligenceAI Alignment

    Department of Computer Science and Engineering, IIT Delhi · Department of Philosophy, Duke University · Department of Computer Science, Carnegie Mellon University +1

  9. Human-in-the-Loop User Feedback Affects Perceived Accuracy and Trust, but Task Subjectivity Matters

    Jul 20, 2026Donald R. Honeycutt, Mahsan Nourani, Eric D. RaganHuman Preference EvaluationHuman-in-the-Loop Evaluation

    University of Florida, USA · Northeastern University, USA

  10. A Methodology for Auditable Trustworthiness Levels in AI Lifecycle Governance

    Jul 17, 2026Andrea FerrarioAI AssuranceAI Governance

    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

  11. Closing the AI Trust Gap: The Case for Independent Certification for Trustworthy AI

    Jul 17, 2026Trisevgeni Papakonstantinou, Cansu Canca, Farah Nanji +14AI AssuranceAI Governance

    University College London · AI Ethics Lab · University of Cambridge +8

  12. The Dynamic Verifiable Multi-Agent Human Agentic Loyalty Loop (DVM-HALL) Model and the Net Human-Agent Score (NHAS) in Autonomous Commerce

    Jul 15, 2026Sai Srikanth Madugula, Peplluis Esteva de la Rosa, Daya ShankarHuman-AI AgreementE-Commerce

    School of Technology, Woxsen University, Hyderabad, Telangana 502345, India · Universitat de Girona, 17004 Girona, Spain · School of Sciences, Woxsen University, Hyderabad, Telangana 502345, India

  13. Active Trust Management for Successful Human-Robot Teaming: Moving from a Trust Repair to a Trust Satisficing Perspective

    Jul 15, 2026Nicola Webb, Edmund R. HuntHuman-Robot CollaborationTrust in AI

    School of Engineering Mathematics & Technology, University of Bristol

  14. TRAIL: A Platform for Configurable Human--AI Teaming Experiments

    Jul 13, 2026Mohammad Amin Samadi, Pedro Martins De Bastos, Jaeyoon Choi +3AI in EducationHuman-AI Interaction

    School of Education, University of California, Irvine, Irvine, CA, USA

  15. Adversarial Social Epistemology for Assemblies of Humans and Large Language Models

    Jul 8, 2026Mihnea C. Moldoveanu, Joel A. C. BaumLLM AuditingDeception in Language Models

    University of Toronto

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

    Jul 1, 2026Nathan G. WoodAI AccountabilityTrust in AI

  17. Scientific Explanations in Health Sciences: Causality, Trust, and Epistemic Adequacy

    Jun 30, 2026Martina Mattioli, Marcello PelilloExplainable Artificial IntelligenceCausal Reasoning

  18. AI Healthcare Chatbots as Information Infrastructure: A Large-Scale Study of User-Reported Breakdowns

    Jun 25, 2026Muhammad Hassan, Ramazan Yener, Ece Gumusel +1Human-AI InteractionTrust in AI

    University of Illinois Urbana Champaign, USA · Rutgers University, USA

  19. Can Trustless Agents Be Trusted? An Empirical Study of the ERC-8004 Decentralized AI Agent Ecosystem

    Jun 24, 2026Xihan Xiong, Zelin Li, Wei Wei +3CybersecurityAI Agent Security

    XIHAN XIONG, Imperial College London, UK · ZELIN LI, Ohio State University, USA · WEI WEI, University of Bristol, UK +3

  20. 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

  21. Warning labels shift perceptions of sycophantic AI, but not its influence

    Jun 19, 2026Lujain Ibrahim, Myra Cheng, Cinoo Lee +4LLM SycophancyAI Safety Evaluation

    University of Oxford. · 2Stanford University. · 3Microsoft. +1

  22. Correct Yourself, Keep My Trust: How Self-Correction and Social Connection Shape Credibility in Social Chatbots

    Jun 17, 2026Biswadeep Sen, Yi-Chieh LeeLLM Self-CorrectionHuman-AI Interaction

    School of Computing National University of Singapore Singapore, Singapore

  23. 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

  24. AI Adoption Across a Multinational Workforce: Sociotechnical Conditions for GenAI Acceptance in Human Resources

    Jun 16, 2026Dalia Ali, Maria José Rodríguez Velázquez, Manoel Horta Ribeiro +2Human-AI InteractionHuman-Centered AI

    Technical University of Munich · Princeton University · University of Michigan

  25. Trust Between AI Agents: Measuring Formation, Breakage, and Recovery, with Implications for Governing Multi-Agent Systems

    Jun 12, 2026Yujiao ChenAI Agent EvaluationMulti-Agent Systems

    Massachusetts Institute of Technology Cambridge, MA 02139

  26. SpheriCity: Designing Trustworthy Conversational AI for Sustainability Decision Support

    Jun 11, 2026Ahmed Qayyum, Madison Werner, Kathryn Youngblood +2AI-Assisted Decision MakingData Provenance

    Department of Computer Science, Colby College Waterville, Maine, USA · Circularity Informatics Lab, University of Georgia Athens, Georgia, USA

  27. Designed by Journalists, but Is It for Readers? Rethinking AI Disclosures and Transparency in News

    Jun 9, 2026Pooja PrajodHuman-AI InteractionTrust in AI

    Centrum Wiskunde & Informatica Amsterdam, the Netherlands

  28. Beyond Accuracy: Community Perspectives on Machine Translation

    Jun 8, 2026Yujun Wang, Ehud Reiter, Shimei Pan +2Trust in AIMachine Translation

    The Aberdeen NLP Research Group University of Aberdeen, UK · University of Maryland, Baltimore County, USA · University of Technology Nuremberg, Germany

  29. Trust-Aware Predictive Emissions Monitoring for Gas Turbine Fleets with Limited Labelled Data

    Jun 4, 2026Rebecca Potts, Aiden Durrant, Rick Hackney +1Trust in AIUncertainty Calibration

    School of Natural and Computing Sciences University of Aberdeen, Aberdeen, UK · School of Computing Sciences University of East Anglia, UK · Siemens Energy Industrial Turbomachinery Ltd. Lincoln, UK +1

  30. Quantifying Faithful Confidence Expression in Large Reasoning Models

    Jun 2, 2026Areeb Gani, Asal Meskin, Gabrielle Kaili-May Liu +1LLM EvaluationConfidence Estimation in Language Models

    1Yale University