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

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  1. Authority Bias in Language Models: Source Deference and User Agreement Are Not Interchangeable

    Sep 29, 2026Abhinav Rajeev Kumar, Paras ChopraCredibilityLanguage Model Computes

    Lossfunk

  2. The Argument and the Letterhead: Source-Position Coherence in AI Evaluation

    Sep 28, 2026Michele LoiArtificial Intelligence EvaluationCredibility

  3. From Articles to Publishers: Aggregating Language Model Predictions for News Source Reliability Inference

    Sep 21, 2026John Bianchi, Manuel Pratelli, Fabio Pinelli +1CredibilityHeadlines

    IMT School for Advanced Studies Lucca, 55100 Lucca, Italy · Institute of Informatics and Telematics, National Research Council (IIT-CNR), 56124 Pisa, Italy

  4. Reproducibility is not construct validity: LLM measurement of institutionally situated communication

    Sep 17, 2026Veronika Batzdorfer, Carlo Romano Marcello Alessandro SantagiustinaInter-Annotator AgreementLarge Language Model Evaluation

    KIT · Department of Sociology and Computational Sociology, Karlsruhe Institute of Technology (KIT), Douglasstr. 24, 76133 Karlsruhe, Germany · ALMAnaCH, médialab, Sciences Po +2

  5. CITECHOICE: A Causal Audit of How Document Presentation Redistributes Citation Credit in Agentic Search

    Sep 14, 2026Sriram Selvam, Anneswa GhoshCitationsAgentic Search

  6. No Free Checker: A Survey of Verifiers for Robot Policies

    Sep 10, 2026Yang Wan, Xihang Yue, Zhirui Liu +7Verification FrameworkPolicy Evaluation

    Zhejiang University · City University of Hong Kong

  7. From Citations to Contributions: LLM-Assisted Credit Scoring of Research Articles

    Sep 7, 2026Sana Ebrahimi, Suraj Shetiya, Abolfazl AsudehCitationsContributions

    University of Illinois Chicago · IIT Bombay

  8. 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 +4CredibilityMisinformation

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

  9. The Authority Expectancy Effect in Multi-User Conflict

    Aug 8, 2026Eunna LeeAuthorityLarge Language Model Decisions

    Independent Researcher

  10. Signal or Spurious Cue? A Randomized Audit of Survey-Country Metadata in LLM Social Inference

    Aug 6, 2026Yifan Lyu, Xinran Li, Jiaqi Qiao +1SurveyMetadata

    Dalian University of Technology, China

  11. Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework

    Aug 5, 2026Zhaoqi Wang, Daqing He, Zijian Zhang +13Agentic Retrieval-Augmented Generation SystemsAdversarial Corruption

    Beijing Institute of Technology, Beijing, China

  12. Opaque Epistemic Mediation: How LLM Deployment Configurations Shape the Validation of Pseudo-Science

    Jul 24, 2026Davide Scarso, Hugo Noronha de Almeida, Joaquim PinaLarge Language Model ReliabilityCredibility

    CIUHCT - Interuniversity Centre for the History of Science and Technology · MARE - Marine and Environmental Sciences Centre, ARNET - Aquatic Research Network Associate Laboratory

  13. Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable

    Jul 23, 2026Prerit AhujaFinance BenchmarksLarge Language Model Reliability

    Independent Researcher · London-based

  14. Remote ID Spoofing-Aware Trajectory Planning for Small Unmanned Aerial Systems

    Jul 22, 2026Jeremiah Webb, Bryce Bjorkman, Abel Diaz Gonzalez +7Unmanned Aerial VehiclesRemote

    Vanderbilt University, Nashville, TN, USA · The University of Texas at Austin, Austin, TX, USA

  15. The Model Knows Your Project, Not You: Measuring Recognition in LLMs with NameRank

    Jul 14, 2026Bojie Li, Noah ShiCredibilityFrontier Models

    Pine AI · University of Washington

  16. On-Device Deep Research at 4B: Exposure Bounds Faithfulness, Retrieval Bounds Coverage

    Jul 14, 2026Vinay Kumar ChagantiCitationsExplanation Faithfulness

    Independent Researcher

  17. From Stochastic to Stable: Rank Stability and Structural Sufficiency in AI Visibility Measurement

    Jul 11, 2026Ronald SielinskiCitationsCredibility

    IQRush

  18. Do You Need a Frontier Model as a Citation Verifier? Benchmarking Rubric LLMs for Deep-Research Source Attribution

    Jul 9, 2026Ethan Leung, Elias Lumer, Corey Feld +3Large Language Model JudgesCitations

    Commercial Technology and Innovation Office, PricewaterhouseCoopers, U.S.

  19. Curated retrieval versus open web search in public AI information services: a coverage-trust trade-off

    Jul 6, 2026Hafsteinn Einarsson, Hafsteinn Birgir Einarsson, Jón Gunnar Ólafsson +1CredibilityAI Trustworthiness

    Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, University of Iceland, Reykjavík, Iceland · Faculty of Political Science, University of Iceland, Reykjavík, Iceland · The Icelandic Web of Science, University of Iceland, Reykjavík, Iceland

  20. Can temporal article-level credibility signals improve domain-level credibility prediction?

    Jul 6, 2026Islam Eldifrawi, Shengrui Wang, Amine TrabelsiCredibilityFact-Checking

  21. Brand-as-Memory: Vision-Language Models Encode Causal, Mechanistically Localizable Credibility Priors for News Sources

    Jul 3, 2026Chih-Ting Liao, Xin CaoCredibilityLarge Language Model Reliability

    University of New South Wales

  22. A Mechanistic View of Authority Hierarchy in LLM Sycophancy

    Jul 1, 2026Emil Joswin, Srujananjali Medicherla, Priyanka Mary MammenSycophancyAuthority

    Independent Research · University of Massachusetts Amherst

  23. How Large Language Models Source Brand Reputation Across Languages and Markets

    Jun 24, 2026Dmitrij ZatuchinBrand-As-MemoryCredibility

    Department of Information Technologies, Estonian Entrepreneurship University of Applied Sciences (EUAS), Tallinn, Estonia. · Rankfor.AI, Tallinn, Estonia.

  24. War in the Abstract: The Rise and Consequences of Militarized Language in Scientific Communication

    Jun 22, 2026Sovesh Mohapatra, David Lydon-Staley, Dani S. BassettJournalGeopolitical Grounding Interacts

    Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania, PA, USA · Annenberg School of Communication, University of Pennsylvania, PA, USA · Departments of Electrical & Systems Engineering and Physics & Astronomy, University of Pennsylvania, PA, USA +2

  25. Agentic AutoResearch forSpace Autonomy: An Auditable, LLM-Driven Research Agent for Aerospace Control Problems

    Jun 18, 2026Amit Jain, Richard LinaresAgentic SearchCollision Avoidance

    Massachusetts Institute of Technology, Cambridge, MA, 02139

  26. CREDENCE: Claim Reduction for Decomposition & Enhanced Credibility -- Semantic Metrics and Convergence Analysis

    Jun 18, 2026Phuong Huu Vu Tran, Thuan Duc Mai, Bach Xuan LeFact-CheckingCredibility

    Vietnamese-German University, Ho Chi Minh City, Vietnam · Ho Chi Minh University of Technology, Ho Chi Minh City, Vietnam

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

    Jun 17, 2026Biswadeep Sen, Yi-Chieh LeeCredibilityIterative Self-Correction

    School of Computing National University of Singapore Singapore, Singapore

  28. Authority, Truth, and Citation Bias: A Large-Scale Multi-Domain Benchmark for Studying Epistemic Susceptibility in Large Language Models

    Jun 11, 2026Aryan Khurana, Aravind Ramana RN, Dhruv KumarCitationsLarge Language Model Reliability

    BITS Pilani, Pilani Campus, Rajasthan, India.

  29. "That's AI Slop, You Bot!" Studying Accusations, Evidence, and Credibility in Online Discourse Towards LLM-Generated Comments

    Jun 10, 2026Jason Miklian, John E. KatsosGenerative Artificial IntelligenceCredibility

    University of Oslo · American University of Sharjah

  30. From Nominal Intensity to Equivalent Rainfall: A Path-Based Credibility Evaluation Framework for Simulated Rainfall in Autonomous-Driving Perception Tests

    Jun 10, 2026Tian Xia, Xin Zhao, Shaolingfeng Ye +1RainfallAutonomous Driving Perception

    College of Automotive and Energy Engineering, Tongji University, Shanghai, China · Tsinghua University, Beijing, China

  31. SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation

    Jun 2, 2026Junxiao Yang, Minghao Zhang, Xiaoce Wang +4CredibilityHuman Annotators

    The Conversational AI (CoAI) group, DCST, Tsinghua University

  32. Used Car Salesbots? Honesty and Credulity of LLMs as Bargaining Agents under Partial Information

    May 29, 2026Antonio Valerio Miceli-Barone, Vaishak Belle, Shay B. CohenNegotiationLarge Language Model Agents

    University of Edinburgh

  33. SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing

    May 28, 2026Almene De Meran Meguimtsop, Maria Leonor Pacheco, Daniel E. AcunaScientific DiscoveryAcademic Integrity

    Department of Computer Science, University of Colorado Boulder, Boulder, CO 80309

  34. Verified Misguidance: Measuring Structural Citation Failures in Search-Augmented LLMs

    May 27, 2026Yongsik Seo, Wooseok Jeong, Eunyoung Kim +2CitationsCredibility

    Department of Artificial Intelligence, Yonsei University · ParamitaAI · Department of Computer Science and Engineering, Konkuk University +2

  35. Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis

    May 23, 2026Zhimin Lin, Kun Cheng, Zhiyao Shu +4Qualitative ResearchAgentic Framework

    Soochow University · George Mason University · Johns Hopkins University

  36. ConflictRAG: Detecting and Resolving Knowledge Conflicts in Retrieval Augmented Generation

    May 17, 2026Chenyu Wang, Yueyuan Li, Yingmin Liu +1Agentic Retrieval-Augmented Generation SystemsCredibility

    School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou, China · College of Environment and Ecology, Taiyuan University of Technology, Taiyuan, China · Zhejiang University, Hangzhou, China

  37. CitePrism: Human-in-the-Loop AI for Citation Auditing and Editorial Integrity

    May 15, 2026Gowrika Mahesh, Budanur Madappa Darshan Gowda, Kavana Gopladevarahalli Papegowda +4CitationsPeer Review

    Applied Artificial Intelligence and Data Analytics, Department of Information, SRH University Heidelberg, Heidelberg, Germany

  38. LLMs as annotators of credibility assessment in Danish asylum decisions: evaluating classification performance and errors beyond aggregated metrics

    May 13, 2026Galadrielle Humblot-Renaux, Mohammad N. S. Jahromi, Rohat Bakuri-Jørgensen +7Large Language Model AnnotationsCredibility

    Visual Analysis and Perception Lab, Aalborg University · Pioneer Center for AI, Denmark · Center of Excellence for Global Mobility Law, University of Copenhagen +1

  39. CredibleDFGO: Differentiable Factor Graph Optimization with Credibility Supervision

    May 7, 2026Liang Qian, Penggao Yan, Penghui Xu +1Global Navigation Satellite SystemFactor Graphs

    Department of Aeronautical and Aviation Engineering The Hong Kong Polytechnic University, Hong Kong, China

  40. When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary Failure Between Social Alignment and Epistemic Integrity in Large Language Models

    May 6, 2026Jiechen Li, Catherine A. Barry, Rishika Randev +3SycophancyEpistemic Integrity

    Duke University Durham, NC 27708 · ∗These authors contributed equally.

  41. Are LLMs More Skeptical of Entertainment News?

    May 3, 2026Huiqian LaiCredibilityHeadlines

    School of Information Studies, Syracuse University

  42. Can AI Debias the News? LLM Interventions Improve Cross-Partisan Receptivity but LLMs Overestimate Their Own Effectiveness

    May 1, 2026Faisal Feroz, Jonas R. KunstLarge Language Model BiasIdeology

    Department of Experimental Psychology, University of Oxford · Uehiro Oxford Institute, University of Oxford · Psychology Programme, School of Social Sciences, Nanyang Technological University +1

  43. When AI reviews science: Can we trust the referee?

    Apr 26, 2026Jialiang Wang, Yuchen Liu, Hang Xu +7Peer ReviewReview

    Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR 999077, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, School of Computer Science and Engeering, Southeast University, Nanjing 210000, China · These authors contributed equally +2

  44. Authority Signals in Claude AI Health Citations: A Descriptive Analysis Using the Authority Signals Framework

    Apr 17, 2026Erin T. Jacques, Erela Datuowei, Elizabeth Quaye +3CitationsCredibility

    York College, CUNY · Department of Health and Human Performance, York College, The City University of New York, 94-20 Guy R. Brewer Blvd. Jamaica, NY 11451 · Teachers College, Columbia University +4

  45. What Does a Sharing Question Add? Auditing LLM Survey Scores for Misinformation

    Apr 8, 2026Zonghuan Xu, Xiang Zheng, Yutao Wu +1MisinformationCredibility

    Shanghai Key Laboratory of Multimodal Embodied AI, Shanghai, China · City University of Hong Kong, Hong Kong SAR, China · Deakin University, Australia

  46. Subjective-Graph LLM Agents for Simulating Uncertainty in Classroom Social Perception

    Mar 21, 2026Jinming Yang, Xinyu Jiang, Xinshan Jiao +1Scaling Improve Social SimulationClassrooms

    Complex Lab, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China · Department of Computer Science, City University of Hong Kong, Hong Kong · School of Health and Medical Technology, Chengdu Neusoft University, Chengdu,2026 China

  47. CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

    Sep 17, 2024Zachary S. Siegel, Sayash Kapoor, Nitya Nadgir +2ReproducibilityArtificial Intelligence Scientists

    Princeton University

  48. Abstention vs. Hallucination: Benchmarking LLM Source Attribution for Scientific Citations

    May 3, 2024Deepa Tilwani, Yash Saxena, Seyedali Mohammadi +5CitationsLarge Language Model Reliability

    Artificial Intelligence Institute, University of South Carolina, Columbia, South Carolina, USA · University of Maryland, Baltimore County, Baltimore, Maryland, USA · IAIRO, India +1