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. Capability Advertisement as a Market for Lemons: A Trust Layer for Heterogeneous Agent Networks

    Jun 2, 2026Gaurav Naresh MittalAI Agent ReliabilityAgent Communication Protocols

  2. Personalized to Persuade: The Effects of Contextualization and Warmth on Trust and Reliance in Conversational AI

    May 29, 2026Mert Yazan, Suzan Verberne, Frederik Bungaran Ishak SitumeangTrust in AIConversational Agents

    Amsterdam University of Applied Sciences Amsterdam, Netherlands · University of Leiden Leiden, Netherlands

  3. Dissociative Identity: Language Model Agents Lack Grounding for Reputation Mechanisms

    May 28, 2026Botao Amber Hu, Helena Rong, Max Van KleekAI Agent MonitoringAI Agent Governance

    University of Oxford, UK · New York University Shanghai, China

  4. The Decision to Verify: How Warmth and User Characteristics Shape Reliance on Conversational Agents for Information Search

    May 27, 2026Mert Yazan, Frederik Bungaran Ishak Situmeang, Suzan VerberneConversational SearchTrust in AI

  5. AI, Take the Wheel: What Drives Delegation and Trust in Human-Computer Cooperative Question Answering?

    May 27, 2026Maharshi Gor, Yoo Yeon Sung, Yu Hou +4Human-AI AgreementTrust in AI

    University of Maryland College Park, MD, USA · University of California Berkeley, CA, USA · Phasechange.ai Lakewood, CO, USA +1

  6. I Hear, Therefore I Trust: A Socio-Technical Investigation of Humans as Synthetic Speech Detectors

    May 27, 2026Lelia Erscoi, Tomi KinnunenAudio Deepfake DetectionTrust in AI

    Computational Speech Group, University of Eastern Finland · Computational Speech Group, University of Eastern Finland, Joensuu, Finland

  7. The Timing Dependencies of Trust: Speed, Accuracy, and cBCI Neuro-Decoupling in Human-AI Teams

    May 25, 2026Christopher Baker, Stephen Hinton, Akashdeep Nijjar +4Brain-Computer InterfacesTrust in AI

    School of Electronics, Electrical Engineering and Computer Science Queen's University Belfast · School of Psychology Liverpool John Moores University · School of Computer Science and Electronic Engineering University of Essex +1

  8. Eroding Trust in Real Speech: A Large-Scale Study of Human Audio Deepfake Perception

    May 21, 2026Nicolas M. Müller, Wei Herng ChoongAudio Deepfake DetectionSpeech Processing

    Fraunhofer AISEC & Resemble AI · Germany · Fraunhofer AISEC

  9. The Deterministic Horizon: Impossibility Results as Design Specifications for Trustworthy AI Systems

    May 21, 2026Dongxin GuoTransformer ExpressivityTrust in AI

    UNIVERSITY OF HONG KONG

  10. Trust in Generative AI for Health Information Consumption and the Effect of Learned Dependency: An Experimental Investigation

    May 21, 2026Arif Ahmed, Gondy Leroy, Agrim Sachdeva +4Trust in AI

    The University of Arizona, Tucson 85721, U.S.A

  11. Adversarial Trust Poisoning in Vehicular Collaborative Perception

    May 21, 2026Yutong Liu, Chenyi Wang, Ming F. Li +1Autonomous DrivingTrust in AI

    ECE Department, The University of Arizona, Tucson, AZ

  12. Understanding Perspectives of Patients, Caregivers and Clinicians towards Emerging Collaborative-decision Making Technologies

    May 20, 2026Ray-Yuan Chung, Athena Ortega, Zixuan Xu +7Clinical Decision SupportClinical Decision-Making

    University of Washington, Seattle, WA · Johns Hopkins University, Baltimore, MD

  13. Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs

    May 19, 2026Lucie Galland, Chloé Clavel, Magalie OchsGender Bias in Language ModelsTrust in AI

    LIS Laboratory, Amu · Marseille, France · Inria Paris +1

  14. AI Technologies in Language Access: Attitudes Towards AI and the Human Value of Language Access Managers

    May 19, 2026Miguel A. Jiménez-Crespo, Stephanie Rodriguez, Alejandro Jaume LosaTrust in AIHuman Oversight of AI

    Rutgers University/ Dept. of Spanish and Portuguese, 15 Seminary Pl 5th fl., New Brunswick, NJ, 07030, USA

  15. Progressive Autonomy as Preference Learning: A Formalization of Trust Calibration for Agentic Tool Use

    May 18, 2026Changkun OuTool-Using AgentsSafe Bayesian Optimization

  16. Generative AI Advertising as a Problem of Trustworthy Commercial Intervention

    May 18, 2026Jingyi Qiu, Qiaozhu MeiAI AccountabilityOnline Advertising

    School of Information University of Michigan

  17. Exploring Trust Calibration in XAI - The Impact of Exposing Model Limitations to Lay Users

    May 18, 2026Alfio Ventura, Tim Katzke, Jan Corazza +1Trust in AIExplainability Evaluation

    Research Center Trustworthy Data Science and Security, University Alliance Ruhr, Joseph-von-Fraunhofer-Str. 25, Dortmund, 44227, Germany · University of Duisburg-Essen, Bismarckstraße 120, Duisburg, 47057, Germany · TU Dortmund University, August-Schmidt-Straße 1, Dortmund, 44227, Germany

  18. To Trust or Not to Trust: Authors' Response to AI-based Reviews

    May 15, 2026César Leblanc, Lukas PicekScholarly Peer ReviewTrust in AI

    École Normale Supérieure, Paris, France. · Sorbonne University, Paris, France. · University of West Bohemia, Plzeň, Czech Republic. +1

  19. Voice "Cloning" is Style Transfer

    May 15, 2026Kaitlyn Zhou, Federico Bianchi, Martijn Bartelds +3Controllable Speech GenerationTrust in AI

    Cornell University · TogetherAI · Stanford University

  20. The End of Trust: How Agentic AI Breaks Security Assumptions

    May 14, 2026Osama Zafar, Alexander Nemecek, Erman AydayAI Agent SecurityAI Agent Governance

    Dept. of Computer and Data Sciences Case Western Reserve University Cleveland, USA

  21. Beyond Anthropomorphism: Exploring the Roles of Perceived Non-humanity and Structural Similarity in Deep Self-Disclosure Toward Generative AI

    May 13, 2026Satoru ShibuyaHuman-AI InteractionHuman-Centered AI

    Graduate School of Business and Finance, Waseda University

  22. Embodied AI in Action: Insights from SAE World Congress 2026 on Safety, Trust, Robotics, and Real-World Deployment

    May 11, 2026Jan-Mou Li, Paul Schmitt, Wei Tong +4AI GovernanceTrust in AI

  23. Machine Psychometrics: A Mathematical Psychology of Artificial Intelligence

    May 10, 2026Alex Bogdan, Adrian de Valois-FranklinAI Agent EvaluationAI Agent Monitoring

    Evolutionairy AI · Toronto, Canada

  24. Caring Without Feeling: Affective Dynamics as the Control Layer of Human-AI Agent Collaboration

    May 8, 2026Junjie Xu, Xingjiao Wu, Zihao Zhang +6Human-AI InteractionAI Agent Governance

    East China Normal University, Shanghai, China. · National University of Singapore, Singapore.

  25. Trust Without Trusting: A Recomputable Trust Protocol for Autonomous Agents

    May 7, 2026Lars Kersten KroehlAI Agent GovernanceTrust in AI

    MolTrust / CryptoKRI GmbH, Zurich

  26. Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial

    May 5, 2026Lisa C. Adams, Linus Marx, Erik Thiele Orberg +8HealthcareClinical Decision Support

    Department of Diagnostic and Interventional Radiology, TUM University Hospital Rechts der Isar, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany · Department of Radiation Oncology, TUM University Hospital Rechts der Isar, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany · Department of Internal Medicine III: Hematology and Clinical Oncology, University Hospital Regensburg, University of Regensburg, Regensburg, Germany +4

  27. 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

  28. Hallucinations Undermine Trust; Metacognition is a Way Forward

    May 2, 2026Gal Yona, Mor Geva, Yossi MatiasLLM Hallucination MitigationHallucination in Language Models

    Google Research · Tel Aviv University

  29. "I Don't Know" -- Towards Appropriate Trust with Certainty-Aware Retrieval Augmented Generation

    May 1, 2026Daan Di Scala, Maaike de Boer, Pınar YolumRetrieval-Augmented GenerationLLM Reliability

    TNO Netherlands Organisation for Applied Scientific Research, Department Data Science · Utrecht University, Department of Information and Computing Sciences

  30. Consumer Attitudes Towards AI in Digital Health: A Mixed-Methods Survey in Australia

    Apr 30, 2026Wei Zhou, Rashina Hoda, Joycelyn LingHealthcareHuman-Centered AI

    1*Faculty of Information Technology, Monash University, Wellington Rd, Clayton, 3800, VIC, Australia. · 2Digital Health CRC, George Street, Sydney, 2000, NSW, Australia.

  31. 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

  32. Measuring and Mitigating Persona Distortions from AI Writing Assistance

    Apr 24, 2026Paul Röttger, Kobi Hackenburg, Hannah Rose Kirk +1Trust in AIDemographic Bias in Language Models

    University of Oxford · UK AI Security Institute

  33. Aligning Human-AI-Interaction Trust for Mental Health Support: Survey and Position for Multi-Stakeholders

    Apr 22, 2026Xin Sun, Yue Su, Yifan Mo +9Mental HealthHuman-Centered AI

    National Institute of Informatics (NII), Japan · Vrije Universiteit Amsterdam, the Netherlands

  34. When Can We Trust Deep Neural Networks? Towards Reliable Industrial Deployment with an Interpretability Guide

    Apr 21, 2026Hang-Cheng Dong, Yuhao Jiang, Yibo Jiao +5Explainable Artificial IntelligenceIndustrial Anomaly Detection

  35. Understanding U.S. Users' Security and Privacy Transparency Needs for Consumer-Facing Generative AI

    Apr 19, 2026Jiaxun Cao, Yu Dong, Chunxi Zhan +3Human-Centered AITrust in AI

    Duke University · Duke Kunshan University · Google

  36. LLMs can persuade only psychologically susceptible humans on societal issues, via trust in AI and emotional appeals, amid logical fallacies

    Apr 18, 2026Alexis Carrillo, Salvatore Citraro, Ali Aghazhadeh Ardebili +5Opinion DynamicsTrust in AI

    CogNosco Lab, Department of Psychology and Cognitive Science, University of Trento, Rovereto, Italy · Institute of Information Science and Technologies “Alessandro Faedo", National Research Council, Italy · Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, California, USA +2

  37. Overreliance on AI in Information-seeking from Video Content

    Mar 20, 2026Anders Giovanni Møller, Elisa Bassignana, Francesco Pierri +1Video QATrust in AI

    IT University of Copenhagen · Bocconi University · Politecnico di Milano +1

  38. Strategic Advice in the Age of Personal AI

    Mar 2, 2026Yueyang Liu, Wichinpong Park SinchaisriTrust in AIHuman-AI Decision Making

    1Jones Graduate School of Business, Rice University · 2Haas School of Business, University of California, Berkeley

  39. A User-driven Design Framework for Robotaxi

    Feb 22, 2026Yue Deng, Changyang HeAutonomous DrivingTrust in AI

    Hong Kong University of Science and Technology, Hong Kong, China · Max Planck Institute for Security and Privacy, Bochum, Germany

  40. Large language models can effectively convince people to believe conspiracies

    Jan 8, 2026Thomas H. Costello, Kellin Pelrine, Matthew Kowal +6Deception in Language ModelsLLM Safety

    Carnegie Mellon University · York University · Center for Research and Teaching in Economics +5

  41. CAT: Can Trust be Predicted with Context-Awareness in Dynamic Heterogeneous Networks?

    Dec 12, 2025Jie Wang, Zheng Yan, Jiahe Lan +2Temporal GNNsHeterogeneous GNNs

    State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University · Hangzhou Institute of Technology, Xidian University · Department of Computer Science, Purdue University

  42. Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations

    Nov 15, 2025Eunkyu Park, Wesley Hanwen Deng, Vasudha Varadarajan +4VLM ReasoningMultimodal CoT Reasoning

    Seoul National University · Human-Computer Interaction Institute, Carnegie Mellon University · Language Technologies Institute, Carnegie Mellon University

  43. 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