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2 papers in the last four weeks, down 60% on the four weeks before. 0.0% of all new papers.

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  1. Human-LLM Deliberation as Interactive Proof: Conditions for Verifiability Without Transparency

    Sep 21, 2026Baotong Zhang, Dean Foster, João SedocLarge Language Model ReliabilityProvable Guarantees

    Stern School of Business New York University New York, NY, USA · Amazon New York, NY, USA

  2. Reproducing Transparent and Scrutable Recommendations: Exploring Open-Weight Models via Natural-Language User Profiles

    Sep 17, 2026Noah Mamié, Laurin van den BerghProfileTransparency

    University of Zurich Department of Informatics

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

    Sep 3, 2026Qing Zhang, Yifei Huang, Juyoung Lee +2TransparencyProvenance

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

  4. When the Algorithm Becomes the Brand Crisis: A Sociotechnical Theory of Distributed Responsibility and Accountable Transparency

    Sep 1, 2026Mohammad Saleh Torkestani, Taha MansouriAccountabilitySocio-Technical Systems

    University of Exeter, UK · University of Salford, UK

  5. SoK: From Generation to Consumption of Privacy Documents in Software Systems

    Aug 12, 2026Shidong Pan, Clark LaChance, Zhen Tao +1PrivacyDocumentation

    New York University, USA · University of Maine, USA · Technical University of Munich, Germany

  6. Co-constructing sociotechnical AI governance: participatory system mapping using algorithm registers

    Aug 12, 2026Íñigo de Troya, Maurus Enbergs, Neelke Doorn +1Socio-Technical SystemsTransparency

    TU Delft

  7. Toward Meaningful Transparency for AI Chatbots: Disclosing Persuasive Intent Reduces Persuasion

    Aug 12, 2026Adrian Rauchfleisch, Andreas JungherrPersuasionTransparency

    1National Taiwan University · University of Bamberg

  8. DeBERTa-Sentinel: Toward Transparent and Trustworthy Detection of AI-Generated Text

    Aug 2, 2026Muhammad Yousaf Rehman, Muhammad IslamAuthenticityText Analysis and Detection

    SPECS, University of Hertfordshire, Hatfield, UK · College of Science and Engineering, James Cook University, Cairns, 4878, QLD, Australia · Centre for AI and Data Science Innovation, James Cook University, Cairns, QLD 4878, Australia

  9. What the Waveform Knows: Transparent-first Speech and Audio Intelligence with Caption Studio

    Jul 21, 2026Cheng Siong Chin, Jianhua Zhang, Mohan VenkateshkumarText-To-AudioSpeaker

    Faculty of Science, Agriculture, and Engineering, Newcastle University Singapore, Singapore 828608 · School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China · Department of EEE, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, India

  10. Enabling Multilingual Privacy Policy Audits: Large-Scale Analysis of Spanish Mobile Apps

    Jul 20, 2026Marcos Moran, David Rodriguez, Luka Nenadic +2SpanishPrivacy

    1, 2, 5Universidad Politécnica de Madrid · 2, 5Information Processing and Telecommunications Center · 3ETH Zurich +1

  11. Practical Judgment, Virtue, and Intuition in the Use of Opaque AI-Enabled Systems

    Jul 14, 2026Nathan G. Wood, Andrew P. ReberaArtificial Intelligence DeploymentEthics

  12. SHARC: SHAP-Based Interpretability in Machine Learning Risk Models for Regulatory Capital under ICAAP and CCAR

    Jul 6, 2026Ujjwala VadrevuShapley Additive ExplanationsRegulation

  13. 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

  14. ProvenAI: Provenance-Native Traces of Evidence in Generated Answers

    Jun 24, 2026Mohammad Faizan, Dalal AlharthiCitationsTraceability

    College of Information Science University of Arizona

  15. Interpreting "Interpretability" and Explaining "Explainability" in Machine Learning in Physics

    Jun 24, 2026Rikab Gambhir, Luisa Lucie-Smith, Jesse ThalerInterpretabilityExplainability

    Department of Physics, University of Cincinnati, Cincinnati, Ohio 45221, USA · Hamburger Sternwarte, Universität Hamburg, Gojenbergsweg 112, 21029 Hamburg,2026 Germany · Center for Theoretical Physics – a Leinweber Institute, Massachusetts Institute of Technology, Cambridge, MA 02139, USAJun +3

  16. How Transparent is DiffusionGemma?

    Jun 18, 2026Joshua Engels, Callum McDougall, Bilal Chughtai +11TransparencyDiffusion Models

    Google DeepMind

  17. Monotonic Kolmogorov-Arnold Networks: A Theoretical and Empirical Study of Monotonicity as an Inductive Bias

    Jun 16, 2026Mikhail Krasnov, Blaž Bertalanič, Carolina FortunaKolmogorov-Arnold NetworksMonotonicity

    Jozef Stefan Institute

  18. AI Transparency: Governance Compliance or Stakeholder Requirements?

    Jun 16, 2026Muneera Bano, Didar ZowghiTransparencyArtificial Intelligence Governance

    CSIRO Melbourne, Australia · CSIRO Sydney, Australia

  19. Agent Behavior Mining: Generative AI Agent Governance in Business Processes

    Jun 12, 2026Hoang Vu, Maximilian Körner, Adrian Rebmann +4Artificial Intelligence GovernanceTransparency

    SAP, Berlin, Germany · Umeå University, Umeå, Sweden

  20. Detecting undisclosed LLM-generated content in parliamentary texts

    Jun 12, 2026Minerva Suvanto, Andrea McGlinchey, Peter J. Barclay +1Parliamentary DebatesTransparency

    Chalmers University of Technology, Gothenburg, Sweden · Edinburgh Napier University, Edinburgh, UK

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

    Jun 9, 2026Pooja PrajodTransparencyDisclosures

    Centrum Wiskunde & Informatica Amsterdam, the Netherlands

  22. "So There's a Catch-22 Here": How Early Adopters Who Build Multi-Agent LLM Systems Conceptualize Transparency

    Jun 6, 2026Suchismita Naik, Samir Passi, Mihaela Vorvoreanu +2TransparencyMulti-Agent Large Language Model Systems

    Purdue University, USA · Cornell University, USA · Microsoft Research, USA

  23. What Is My Robot Thinking? Design Considerations for Transparent and Trustworthy Shared Autonomy

    Jun 5, 2026Atharv Belsare, Zohre Karimi, Connor Mattson +2TransparencyDisclosures

    Kahlert School of Computing, University of Utah, Salt Lake City, UT, USA. · Robotics Center, University of Utah, Salt Lake City, UT, USA.

  24. Unpredictable Safety: Domain-Dependent Compliance and the Transparency Gap in Open-Weight LLMs

    Jun 1, 2026Zacharie BugaudComplianceEthics

    Astera Institute

  25. LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability

    May 29, 2026Tom Lucas, Alessio Buscemi, Alfredo Capozucca +2TransparencyArtificial Intelligence Risk

    Luxembourg Institute of Science and Technology (LIST), Luxembourg, University of Luxembourg, Luxembourg, and Scriptor Artis, France · Luxembourg Institute of Science and Technology (LIST), Luxembourg · University of Luxembourg, Luxembourg +1

  26. Traceable by Design: An LLM Pipeline and Dashboard for EU Regulatory Consultation Analysis

    May 29, 2026Thales Bertaglia, Haoyang Gui, Catalina Goanta +1RegulationLarge Language Model Pipelines

    Utrecht University, The Netherlands · Maastricht University, The Netherlands

  27. Auditing Training Data in Generative Music Models via Black-Box Membership Inference

    May 28, 2026Yi Chen Liu, Jiawei Yu, Kexin Cao +3Text-To-MusicMembership Inference

    University of Georgia, Athens, GA, USA · Independent Researcher · University of Tennessee, Knoxville, TN, USA

  28. When Interpretability Is Unequally Distributed: Fairness in Hybrid Interpretable Models

    May 27, 2026Ziba Jabbar Zare, Ulrich Aïvodji, Julien Ferry +1InterpretabilityAlgorithmic Fairness

    Department of Mechanical, Industrial and Aerospace Engineering, Concordia University, Canada · Software and Information Technology Engineering Department, École de technologie supérieure, Canada · CIRRELT & SCALE-AI Chair in Data-Driven Supply Chains, Department of Mathematics and Industrial Engineering, Polytechnique Montréal, Canada

  29. Explaining Too Much? Understanding How Large Language Model Reasoning Traces Influence Performance and Metacognition

    May 25, 2026Daniela Fernandes, Daniel Buschek, Lev Tankelevitch +2Reasoning TracesLLM Reasoning Strategies

    Aalto University, Espoo, Finland · University of Bayreuth, Bayreuth, Germany · Microsoft Research Cambridge, Cambridge, United Kingdom +1

  30. Model-to-Data Distillation for Graph Neural Networks

    May 7, 2026Debolina Halder Lina, Arlei SilvaGraph Neural NetworksGraph Representation Learning

    Department of Computer Science, Rice University, Houston, TX 77005, USA · Department of Computer Science & Ken Kennedy Institute, Rice University, Houston, TX 77005, USA

  31. Evaluation Cards for XAI Metrics

    May 6, 2026Rokas Gipiškis, Olga KurasovaXaiExplainable Artificial Intelligence

    1Vilnius University · 2AI Standards Lab

  32. NeurIPS Should Require Reproducibility Standards for Frontier AI Safety Claims

    May 5, 2026Varad Vishwarupe, Nigel Shadbolt, Marina Jirotka +1Artificial Intelligence SafetyReproducibility

    Department of Computer Science, University of Oxford

  33. Effect-Transparent Governance for AI Workflow Architectures: Semantic Preservation, Expressive Minimality, and Decidability Boundaries

    May 1, 2026Alan L. McCannGovernanceTractability

    Mashin, Inc.

  34. Update Opacity: Epistemic Accessibility and Governance Under AI System Change

    Apr 27, 2026Andrea Ferrario, Joshua HatherleyArtificial Intelligence GovernanceTransparency

    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 +1

  35. PrivSTRUCT: Untangling Data Purpose Compliance of Privacy Policies in Google Play Store

    Apr 24, 2026Bhanuka Silva, Anirban Mahanti, Aruna Seneviratne +1PrivacyDisclosures

    The University of Sydney, Australia · University of New South Wales, Australia

  36. Behavioral Consistency and Transparency Analysis on Large Language Model API Gateways

    Apr 22, 2026Guanjie Lin, Yinxin Wan, Shichao Pei +3TransparencyApplication Programming Interfaces

    University of Massachusetts Boston · Boston, Massachusetts, USA · Arizona State University +2

  37. Epistemic orientation in parliamentary discourse is associated with deliberative democracy

    Apr 21, 2026Segun Aroyehun, Stephan Lewandowsky, David GarciaParliamentary DebatesEpistemic States

    Department of Politics and Public Administration, University of Konstanz, Germany. · School of Psychological Science, University of Bristol, UK. · Department of Psychology, University of Potsdam, Germany. +1

  38. ExAI5G: A Logic-Based Explainable AI Framework for Intrusion Detection in 5G Networks

    Apr 20, 2026Saeid Sheikhi, Panos Kostakos, Lauri LovenIntrusion DetectionInternet Of Thing

    Faculty of Information Technology and Electrical Engineering, University of Oulu, , Oulu, 90570, , Finland

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

    Apr 19, 2026Jiaxun Cao, Yu Dong, Chunxi Zhan +3TransparencyInteraction Design

    Duke University · Duke Kunshan University · Google

  40. "Taking Stock at FAccT": Using Participatory Design to Co-Create a Vision for the Fairness, Accountability and Transparency Community

    Apr 17, 2026Shiran Dudy, Jan Simson, Yanan LongParticipationAlgorithmic Fairness

    Northeastern University, Boston, United States · LMU Munich, Munich, Germany · Munich Center for Machine Learning (MCML), Munich, Germany +3

  41. Bureaucratic Silences: What the Canadian AI Register Reveals, Omits, and Obscures

    Apr 16, 2026Dipto Das, Christelle Tessono, Syed Ishtiaque Ahmed +1Eu Artificial Intelligence ActTransparency

    Department of Computer Science · University of Toronto · Toronto, Ontario, Canada +1

  42. Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities

    Apr 16, 2026Michal Rosen-Zvi, Yoav Kan-Tor, Michael Danziger +6BiomedicalDisparities

    IBM Research - Israel · Faculty of Medicine, The Hebrew University · Israel +6

  43. Bypassing the Rationale: Causal Auditing of Implicit Reasoning in Language Models

    Feb 3, 2026Anish Sathyanarayanan, Aditya Nagarsekar, Aarush RathoreChain-of-Thought ReasoningReasoning Skills

    BITS Pilani, K. K. Birla Goa Campus

  44. Verifiable Manifest Signing and Transparency Enforcement for Secure MCP-Based LLM Pipelines

    Jan 30, 2026Saeid Jamshidi, Kawser Wazed Nafi, Arghavan Moradi Dakhel +2Model Context ProtocolLarge Language Model Pipelines

    SWAT Laboratory, Polytechnique Montr´eal, Montr´eal, Canada · SæT Laboratory, Polytechnique Montr´eal, Montr´eal, Canada

  45. The Journal of Prompt-Engineered (Moral) Philosophy Or: Why AI-Assisted Ethics Research Requires Process Transparency

    Nov 10, 2025Michele LoiTransparencyEthics

    University of Milan

  46. Robust Immersive Bilateral Teleoperation of Beyond-Human-Scale Systems with Enhanced Transparency and Sense of Embodiment

    May 20, 2025Mahdi Hejrati, Pauli Mustalahti, Jouni MattilaTeleoperationExoskeleton

    Department of Engineering and Natural Sciences, Tampere University, Tampere, Finland