Trust in AI

Ask about this topic

Momentum

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

Jul 13Week of Sep 28
View on map

Latest papers 101

All topics
CardsList

  1. Healthy skepticism in AI: a data visualization research agenda

    Oct 7, 2026G. Elisabeta Marai, Marc Baaden, Michael Behrisch +2Trust in AIData Visualization

    University of Illinois Chicago, Chicago, IL, 60607, U.S.A. · CNRS (French National Centre for Scientific Research), Paris, 75794, France · Utrecht University, Utrecht, 3584CC, The Netherlands +2

  2. Toward Trustworthy Physical AI for Human Interaction

    Oct 5, 2026Niccolò Pagliarani, Maximilian Stölzle, Cosima du Pasquier +6RoboticsRobot Safety

    The BioRobotics Institute, Scuola Superiore Sant’Anna, Pontedera, Italy. · CSAIL, Massachusetts Institute of Technology, Cambridge, MA, USA. · CHARM Lab, Stanford University, Stanford, CA, USA. +3

  3. TrustMI: Causally controlling how assistants trust their users

    Oct 5, 2026Théo Lasnier, Romain Froger, Maxence Lasbordes +1LLM SafetyTrust in AI

    Inria Paris · Sorbonne Université · Meta SuperIntelligence Labs +1

  4. Toward AI Trustworthiness: Finding Analytically Proven Forward-Invariant Sets for AI-Controlled Systems

    Oct 5, 2026Haoyang Song, Xikun Yang, Qixin WangNeural Network VerificationTrust in AI

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China.

  5. Trustworthy Data- and ML-Ops for Intelligent Transportation Systems and Logistics

    Oct 1, 2026Antonio Emanuele Cinà, Giovanni Scodeller, Cecilia Caterina Pasquale +5Intelligent Transportation SystemsTrust in AI

  6. Understanding Parents' Complex Views of AI for Children's Pretend Play

    Sep 30, 2026Sungho Oh, Mohammad Namvarpour, Maxi Heitmayer +2Human-AI InteractionTrust in AI

    Sander Oh · Matt Namvarpour · Department of Psychology, Rowan University, Glassboro, NJ, USA +1

  7. Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym

    Sep 29, 2026Jio Oh, Seunghyun Do, Young-Jun Lee +2LLM Agent EvaluationLong-Horizon Agent Evaluation

    KAIST · University of Minnesota

  8. A Polyphonic Conception of AI Understanding

    Sep 28, 2026Matthieu Queloz, Pierre BeckmannLLM InterpretabilityLLM Reliability

    University of Bern, Department of Philosophy · École Polytechnique Fédérale de Lausanne (EPFL) · Idiap Research Institute +1

  9. Trustworthy synthetic visual media: Evidence across the media lifecycle

    Sep 28, 2026Zexi Jia, Zhiqiang Yuan, Jie Zhou +1Data ProvenanceDigital Image Forensics

    Tencent WeChat AI, Beijing, China.

  10. LLM4Trust: Exploring the Capabilities of Large Language Models for Trust Evaluation

    Sep 27, 2026Jie Wang, Yanbo Sun, Zheng Yan +2LLM EvaluationTrust in AI

    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

  11. How Children Design and Reason about Trustworthy AI Chatbots

    Sep 21, 2026Deniz Ozturk, Jiayu Li, Daksh Pratap Singh +9AI in EducationAI Literacy

    Georgie · North Carolina State University Raleigh, United States · Independent Researcher Raleigh, United States +2

  12. Trustworthy FinAInce: Unpacking How AI-Mediated Financial Advice is Judged

    Sep 17, 2026Aryan Ramchandra Kapadia, Eshwar Chandrasekharan, Koustuv SahaTrust in AIHuman-AI Decision Making

    University of Illinois Urbana-Champaign, Urbana, IL, USA

  13. Understanding AI Provider Recommendations in Local Service Markets

    Sep 16, 2026Hazem Ibrahim, Yasir ZakiRetrieval-Augmented GenerationLarge Language Model-Based Recommendation

    New York University Abu Dhabi Abu Dhabi, United Arab Emirates

  14. Building Trust in Artificial Intelligence: A Necessity for Railway Applications

    Sep 16, 2026Lefebvre Renard Clément, Lébé Vincent, Da Silva Ribeiro Pereira Ricardo +4AI AssuranceTrust in AI

    Alstom - Mobility Data Science and AI, Madrid, Spain · Alstom - Mobility Data Science and AI, Saint-Ouen, France · Alstom - Safety Engineering, Stockholm, Sweden +1

  15. PeerPen: AI-Assisted Writing for Online Mental Health Peer Support

    Sep 14, 2026Jiwon Kim, Sherry Gong, Maya Ajit +5Emotional Support ConversationTrust in AI

    University of Illinois Urbana-Champaign, Urbana, IL, USA · University of Illinois Urbana-Champaign, USA · Aalto University, Finland +1

  16. LLMs as Oracles: Reliance on LLMs for Subjective Personal Questions

    Sep 13, 2026Myra Cheng, Lujain Ibrahim, Grace Liu +5Trust in AIHuman-AI Decision Making

    University of Oxford Oxford, England · Carnegie Mellon University Pittsburgh, Pennsylvania, USA

  17. Trust by Design: Trust Calibration Through Non-Advisory Socratic Dialogue in Conversational Agents

    Sep 13, 2026Roba Hassan, Nahla Aboromi, Naomi Unkelos-ShpigelTrust in AIConversational Agents

    Braude College of Engineering, Israel

  18. Understanding Operator Attitudes Toward AI-Supported Decision Making in Maritime Operations

    Sep 12, 2026Doreen Jirak, Armeen Saroukanoff, Dirk van RooyAI-Assisted Decision MakingExplainable Artificial Intelligence

    University of Antwerp, Paardenmarkt 94, 2000 Antwerp, Belgium · Antwerp Maritime Academy (AMA), Noordkasteel Oost 6, 2030 Antwerp, Belgium

  19. Beyond "Made with AI": Visualizing Provenance Density to Mitigate the Transparency Penalty

    Sep 3, 2026Qing Zhang, Yifei Huang, Juyoung Lee +2Claim VerificationTrust in AI

    The University of Tokyo · Institute of Industrial Science, The University of Tokyo · Korea Advanced Institute of Science and Technology +2

  20. Tempting the Agent: The Economics of Reputation without Persistent Identity in AI Agent Markets

    Sep 2, 2026Federico Gatta, Manuel Naviglio, Francesco TarantelliAgent ReliabilityAI Agent Governance

    Scuola Normale Superiore, Pisa, Italy · Università di Bologna, Italy

  21. Addressing Trust in AI Systems through Education: A Didactic Perspective

    Sep 2, 2026Pierre Haritz, Hendrik Krone, Thomas LiebigAI in EducationTrust in AI

    Department of Computer Science, TU Dortmund University, Dortmund, Germany · Lamarr Institute for Machine Learning and Artificial Intelligence, Germany

  22. CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships

    Aug 31, 2026Jacy Reese Anthis, Mark Díaz, Renee ShelbyAI CompanionsTrust in AI

    University of Chicago · 2Stanford University · 3Google DeepMind +1

  23. 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

  24. One AI Signal, Many Human Judgments: A Bayesian Cascade Analysis of AI-based Credibility Indicators in Online Information Spread

    Aug 31, 2026Zhuoran Lu, Weilong Wang, Yangyang Yu +4Trust in AIHuman-AI Decision Making

    Purdue University West Lafayette, Indiana, USA · St John’s University New York, New York, USA · Stevens Institute of Technology Hoboken, New Jersey, USA +2

  25. Conversational versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Reliance

    Aug 11, 2026Cong Chi Nguyen, Trang Mai Xuan, Vu-Duc Ngo +3Explainable Artificial IntelligenceHuman-in-the-Loop Evaluation

    A2I Lab, Phenikaa School of Computing, Phenikaa University, Hanoi, Vietnam · MobiFone HighTech Center, MobiFone Corporation, Hanoi, Vietnam · Business AI Lab, College of Technology, National Economics University, Vietnam

  26. Epistemic Trustworthiness in Generative AI: A Normative Framework for Warranted Reliance in High-Stakes Workflows

    Aug 6, 2026Nimisha Karnatak, Max Van Kleek, Nigel ShadboltTrust in AIResponsible AI

    Department of Computer Science, University of Oxford, Wolfson Building, Parks Road, Oxford OX1 3QD, United Kingdom

  27. Trustworthy AI in Digital Health: A Comprehensive Review of Robustness and Explainability

    Aug 3, 2026Abdullah Mamun, Shovito Barua Soumma, Hassan GhasemzadehDistribution Shift RobustnessExplainable Artificial Intelligence

    College of Health Solutions, Arizona State University, Phoenix, AZ, USA · School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ, USA

  28. The persuasive power of large language models does not depend on their perceived national origin

    Jul 31, 2026Ningzhi Liu, Yannic Hinrichs, Jonas R. KunstTrust in AI

    Department of Psychology, University of Oslo, Norway · Department of Communication and Culture, BI Norwegian Business School, Norway

  29. When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence

    Jul 30, 2026Zongheng Guo, Tao Chen, Tianli Li +6LLM EvaluationLLM Reliability

    Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy · State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, China · Department of Integrated Traditional Chinese and Western Medicine Cardiology, China-Japan Friendship Hospital, Beijing, China +2

  30. Towards Trustworthy Embodied Intelligence: A Systems Framework and Graded Trustworthiness Levels

    Jul 28, 2026Xinyu Yang, Tianxing Chen, Honghao Su +38AI Safety EvaluationTrust in AI

  31. 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

  32. 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

  33. 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.

  34. 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

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

    Jul 23, 2026Michael J. FellHuman Preference ModelingPreference Alignment

    University College London, London, UK

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

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

    Jul 1, 2026Nathan G. WoodAI AccountabilityTrust in AI

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

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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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