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. 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