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12 papers in the last four weeks, up 300% on the four weeks before. 0.1% of all new papers.

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  1. An Educator-Guided LLM Pedagogical Agent for Scaffolded Feedback in Conceptual Database Design

    Oct 1, 2026Sara Riazi, Pedram RooshenasFeedbackPedagogical Frameworks

    University of Illinois Chicago Chicago, IL, USA

  2. Should I stay or should I show? Learning to selectively disclose information

    Sep 30, 2026Carlotta Giacchetta, Alessando Bogani, Cesare Barbera +4DisclosuresOptimal Policies

    University of Trento, Trento, Italy · University of Pisa, Pisa, Italy · ETH AI Center & ETH, Zürich, Switzerland +1

  3. Positive Ratings, Hidden Concerns: Employee Voice Disclosure in AI-Mediated Organizational Listening

    Sep 30, 2026Thilo Tamme, Michael Saatkamp, Alma Bonte +3DisclosuresHear

    Technical University of Munich · LMU Munich · Massachusetts Institute of Technology

  4. Report: Progressive Disclosure of Agent Skills

    Sep 28, 2026Guilin Zhang, Kai Zhao, Priyanka Mudgal +4SkillsAgentic Workflows

    Workday AI Research

  5. "Nothing to See Here'': Unintended Disclosure through Revision Traces of LLM Deliverables

    Sep 28, 2026Yage Zhang, Yukun Jiang, Yang ZhangDisclosuresRetention

    CISPA Helmholtz Center for Information Security

  6. EP-Mem: Elastic Privacy Memory for Social Relationship-Aware LLM Agents

    Sep 28, 2026Fengzhou Sun, Yuan Zhang, Xintong Yu +1PrivacyFrontier Large Language Model Agents

    State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China

  7. PrivDrift: Auditing User-Secret Leakage Under Topic Drift in Active LLM Conversations

    Sep 24, 2026Luciano MaldonadoData LeakageDisclosures

    West Virginia University, Morgantown, WV, USA.

  8. When No One Owns the Judgment: Accountability Under Contribution Dissolution in Human-AI Collaboration

    Sep 24, 2026Hengzhi YeAccountabilityHuman-Ai Collaboration

    School of Computer Science Peking university Beijing, China

  9. GUARD: Natural Forgetting in Large Reasoning Models via Guided Answer-Reasoning Distillation

    Sep 18, 2026Zeyu Yan, Guanghao Zhou, Minghui Qiu +2Large Language Model UnlearningLarge Reasoning Models

    East China Normal University, Shanghai, China · Unaffiliated

  10. Tailored to you: longitudinal effects of personalising language models

    Sep 17, 2026Canfer Akbulut, Justine Breuch, Arianna Manzini +6Large Language Model PersonalizationPersonalization

    Google DeepMind

  11. Whom Do AI Agents Work For? Role Assignment Induces Sponsorship Bias in LLM Recommenders

    Sep 16, 2026Davood Wadi, Yu MaAgentic CommerceDisclosures

    Desautels Faculty of Management McGill University Montreal, Quebec, Canada

  12. Information Design in Smooth Games

    Sep 14, 2026Alex Smolin, Takuro YamashitaObservable Stochastic GameDisclosures

    Toulouse School of Economics, University of Toulouse Capitole and CEPR · Osaka University

  13. A Responsive Present, a Shared Past, a Social Other: Teens' Overreliance on Companion AI Chatbots

    Sep 13, 2026Mohammad Namvarpour, Tyler Chang, Afsaneh RaziArtificial Intelligence CompanionsDisclosures

    Matt · Drexel University, Philadelphia, Pennsylvania, USA · Drexel University, Philadelphia, Pennsyl-vania, USA

  14. Human-like moral judgments conceal divergent motive attributions in large language models

    Sep 7, 2026Xiaoyan Wu, Jean-Claude DreherMoral ReasoningPsychology

    Department of Adult Psychiatry and Psychotherapy, University of Zurich, Zurich, Switzerland · Institut des Sciences Cognitives Marc Jeannerod, CNRS UMR 5229, Lyon, France

  15. A Case Study on Emergent Cheating and Whistleblowing in Autonomous Research Swarms

    Sep 3, 2026Davide Paglieri, Logan Cross, Tim Genewein +3SwarmsSingle-Agent

    Google DeepMind

  16. Public-Sharing Labels and Verbatim Field Egress in an MCP-to-A2A Agent Configuration: A Controlled Multi-Model Study

    Sep 1, 2026Arpan Kumar MahapatraModel Context ProtocolAgentic Deployments

  17. Disclosure-Gated User Simulation for Companion-Agent Evaluation

    Sep 1, 2026Yao Liu, Yu HeUser SimulationAgentic Benchmarks

  18. Lensless Gaze Is Not Private by Default: Auditing Identity Leakage Across Disclosure Surfaces

    Aug 31, 2026Rahul Vimalkanth, Kaushik MitraPrivacyBiometrics

    Indian Institute of Technology Madras, Chennai, India

  19. CIDER: A Dataset of Contextual Disclosure Boundaries for Privacy Preference Alignment

    Aug 10, 2026Bingcan Guo, Eryue Xu, Jijie Zhou +2PrivacyDisclosures

    University of Washington · UIUC · Northeastern University

  20. CARE-Bench: Benchmarking Patient-Facing LLM Triage

    Aug 4, 2026Yining Hua, Hongbin Na, Cyrus AyubchaTriageDisclosures

    1Harvard University · University of Technology Sydney

  21. MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication

    Aug 3, 2026Jinghan Xu, Longze Fan, Zeyuan Wang +2DisclosuresLanguage-Model Agents

    1Nankai University, China · 2China University of Petroleum, China · 3Sun Yat-sen University, China +1

  22. Talking to Digital Twins: Selective Disclosure and Belief Measurement in Financial Social Media

    Aug 2, 2026Boone Bowles, Raymond Duch, Sorin SorescuSocial MediaSocial Influence

    Mays Business School, Texas A&M University · Nuffield College, University of Oxford

  23. Auditable Release Control for Pedagogical Leakage in LLM Tutors

    Aug 1, 2026Nizam KadirData LeakageRelease

    Science, Mathematics and Technology Singapore University of Technology and Design (SUTD) Singapore

  24. Leak It: Per-Document Extraction Beyond Aggregate Membership Inference

    Jul 31, 2026Victor MaricatoLeakageDisclosures

    Karolinska Institutet, Sweden

  25. Shapley-Value-Based Feature Attribution for Data Masking

    Jul 31, 2026Xinxue, Qu, Francis Bilson Darku +1Shapley ValueDisclosures

    Shawn · Department of Information Technology, Analytics, and Operations, Mendoza College of Business University of Notre Dame, South Bend, IN, U.S.A. · Department of Information Systems, W. P. Carey School of Business Arizona State University, Tempe, AZ, U.S.A.

  26. Learning to Persuade Privately Informed Receivers

    Jul 30, 2026I. Arda Vurankaya, Ufuk TopcuPersuasionPrivate Signals

    The University of Texas at Austin

  27. GEMCo: A Validated, Ethically Releasable Proxy for Inaccessible Counselling Data

    Jul 26, 2026Philipp Steigerwald, Eric Rudolph, Mara Stieler +3CounselingConversational Datasets

    Faculty of Computer Science, Center for Artificial Intelligence (KIZ) · Technische Hochschule Nürnberg Georg Simon Ohm, Nürnberg, Germany · Faculty of Social Sciences, Institute for E-Counselling

  28. Share No More Than the Request Requires: Federated Disclosure for Perspective-Aware AI

    Jul 24, 2026Sourena Khanzadeh, Daniel Platnick, Marjan Alirezaie +1DisclosuresDigital Sovereignty

    Toronto Metropolitan University · Flybits Labs · MIT Media Lab

  29. Is Progressive Disclosure All You Need for Long-Context Agents?

    Jul 20, 2026Yifeng He, Yinzhe Zhao, Jicheng Wang +1DisclosuresRepresentation Collapse

    University of California, Davis · Zhejiang University · The University of Hong Kong

  30. Signal-based Model Access Risk Analysis for AI System Operations Security

    Jul 17, 2026Maria Mahbub, Steven Young, Amir Sadovnik +4Artificial Intelligence RiskRealistic Threat Model

    Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA · Oak Ridge Institute for Science and Education, Oak Ridge, TN 37830, USA · DHS Science and Technology Directorate, Washington, DC 20528, USA

  31. Memory-Driven Self-Disclosure and Relational Turning Points: A Longitudinal Multimodal Study of Human-AI Interaction

    Jul 16, 2026Ryuichi Sumida, Mao Saeki, Masaki Eguchi +4Human-Ai InteractionConversational Context

    Graduate School of Informatics, Kyoto University Kyoto, Japan · Equmenopolis, Inc. Tokyo, Japan · Waseda University Tokyo, Japan +1

  32. ToolAlignBench: Investigating Alignment Conflicts in Tool-Calling Enabled LLMs

    Jul 15, 2026Aryan Keluskar, Amrita Bhattacharjee, Huan LiuLarge Language Model SafetyAgentic Deployments

    School of Computing & AI, Arizona State University, Tempe, AZ, USA.

  33. Plausible Deniability Guarantees for Whistleblowers

    Jul 15, 2026Leo Richter, Matt J. KusnerΔ)$-Differential PrivacyModel Auditing

    University College London · 2 ´Ecole Polytechnique de Montr´eal · 3Mila - Qu´ebec Artificial Intelligence Institute

  34. Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

    Jul 14, 2026Ruhan Wang, Yucheng Shi, Zongxia Li +7Agent HarnessArtificial Intelligence Agents

    Tencent · Indiana University · University of Maryland, College Park +2

  35. LLMs for health: Perceived benefits, risks, intention to use AI chatbots, and willingness to self-disclose across sensitive health topics

    Jul 10, 2026Gwenn Beets, Anniek Jansen, Saar Hommes +6ChatbotsDisclosures

    Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, The Netherlands · Academic Collaborative Center for Digital Health and Mental Wellbeing, Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, The Netherlands · Amsterdam School of Communication Research (ASCoR), Department of Communication Science, University of Amsterdam, Amsterdam, The Netherlands

  36. Selective Disclosure Watermarking for Large Language Models

    Jul 6, 2026Xuyang Chen, Xiang Li, Yangxinyu Xie +1Large Language Model WatermarksWatermarking

    University of Pennsylvania

  37. PatchOptic for Shared-State LLM Workflows with Projected Views and Verified Structured Updates

    Jul 6, 2026Zhaoyu Bai, Jiaqi CaiLarge Language Model WorkflowsDisclosures

    Department of Particle Physics and Astrophysics, Weizmann Institute of Science, Rehovot, Israel, 7610001 · Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA, 02139

  38. Progressive Disclosure for LLM-Maintained Wiki Knowledge Bases: a Preregistered Ablation

    Jul 6, 2026Theodore O. CochranWikipediaDisclosures

    AI for Altruism (A4A)

  39. SovereignNegotiation-Bench: Evaluating User-Owned Personal Agents In Delegated Bargaining Under Privacy, Consent, Evidence, And Institutional Pressure

    Jul 2, 2026Dylan Zongmin LiuNegotiationStrategic Agents

    Stanford University

  40. The Eticas AI Risk Taxonomy: Open Infrastructure for Operationalizing AI Audits

    Jul 2, 2026Gemma Galdon Clavell, Pablo Accuosto, Usman GoharArtificial Intelligence RiskModel Auditing

  41. Whistleblowing and the machine -- towards a considered position

    Jun 19, 2026Marija Slavkovik, Liuwen Yu, Leon van der Torre +1DisclosuresPosition

    University of Bergen Bergen, Norway · University of Luxembourg Luxembourg, Luxembourg

  42. Understanding Latent Flow Models for Tabular Data Synthesis: Targets, Paths, and Sampling

    Jun 18, 2026Bahrul Ilmi NasutionSynthetic Tabular DataLatent Flow

    Department of Social Statistics, The University of Manchester, UK

  43. Phantoms and Disclosures: a Causal Framework for Auditing Synthetic Data

    Jun 15, 2026Kareem Amin, Rudrajit Das, Alessandro Epasto +4Synthetic DataMembership Inference Attacks

    1Google · University of Southern California

  44. Understanding Scam Trends and Rail Paths from Reddit Self-Disclosure Narratives

    Jun 15, 2026Yangjun Zhang, Mirko Bottarelli, Mark Hooper +1Fraud DetectionTopic Modeling

    The Alan Turing Institute, London, UK

  45. SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

    Jun 10, 2026Zhiyu Chen, Zihan Guo, Bo Huang +4Agent Skill RetrievalSkills

    Tongji University · Shanghai Innovation Institute · Sun Yat-sen University +1

  46. 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

  47. Off-Policy Evaluation with Strategic Agents via Local Disclosure

    Jun 5, 2026Kiet Q. H. Vo, Abbavaram Gowtham Reddy, Julian Rodemann +2Off-Policy LearningStrategic Agents

    Rational Intelligence Lab, CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · Relational Machine Learning Lab, CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · Department of Statistics, LMU Munich, Germany +1

  48. 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.

  49. Attribution via Distributional Paths for Information Revelation

    Jun 2, 2026Kieran A. Murphy, Shameen ShresthaExplainabilityGradient-Weighted Class Activation Mapping

    New Jersey Institute of Technology

  50. It does what it says on the tin: safe synthetic data from coarsened margins

    Jun 1, 2026Gillian M RaabSynthetic DataDisclosures

    University of Edinburgh and the Scottish Centre for Administrative Data Research

  51. ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure

    May 28, 2026A. J. Lew, Y. Cao, M. J. BuehlerScientific DiscoveryArtificial Intelligence Scientists

    Unreasonable Labs · Unreasonable Labs Mountain View, CA 94043, USA

  52. IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents

    May 27, 2026Michael Galarnyk, Siddharth Lohani, Vidhyakshaya Kannan +8Multimodal DocumentsRegulation

    Georgia Institute of Technology Atlanta, GA, USA · Sai University Chennai, Tamil Nadu, India · Duke University Durham, NC, USA

  53. BAIT: Boundary-Guided Disclosure Escalation LLM Jailbreaking via Self-Conditioned Reasoning

    May 26, 2026Xuan Luo, Yue Wang, Geng Tu +2Jailbreak AttacksAttack-Success Rate

    The Harbin Institute of Technology, Shenzhen, China · The Hong Kong Polytechnic University, Hong Kong, China · Shenzhen University, Shenzhen, China +1

  54. CandorMD: An AI-Assisted Audio Simulation and Feedback System for Training Clinicians for Medical Error Disclosure

    May 20, 2026Inna Wanyin Lin, Sahand Sabour, Hong Sng +4Simulated PatientsClinician Trust

    University of Washington Seattle, WA, USA · Tsinghua University Beijing, China

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

    May 18, 2026Alfio Ventura, Tim Katzke, Jan Corazza +1XaiAI Trustworthiness

    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

  56. PrivScope: Task-scoped Disclosure Control for Hybrid Agentic Systems

    May 15, 2026Shafizur Rahman Seeam, Zhengxiong Li, Zhiyuan Yu +3DisclosuresData Leakage

    Ian · Rochester Institute of Technology, Rochester, NY, USA · University of Colorado Denver, Denver, CO, USA +2

  57. Patients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective Disclosure

    May 13, 2026Moritz Schlager, Friederike Jungmann, Samuel Schmidgall +12Simulated PatientsPersonality

    Technical University of Munich (TUM) · Munich Center for Machine Learning (MCML) · TUM University Hospital +3

  58. Position: The Term "Machine Unlearning" Is Overused in LLMs

    May 8, 2026Sangyeon Yoon, Yeachan Jun, Albert NoMachine UnlearningDeletion

    Department of Artificial Intelligence, Yonsei University, Seoul, Korea.

  59. When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning

    May 5, 2026Jiaqi Wei, Xuehang Guo, Pengfei Yu +5LLM Reasoning StrategiesToken-Level Uncertainty

    Zhejiang University · College of William and Mary · University of Illinois Urbana-Champaign +4

  60. ObjectGraph: From Document Injection to Knowledge Traversal -- A Native File Format for the Agentic Era

    Apr 30, 2026Mohit Dubey, Open GiganticGraph-Llm IntegrationsLarge Language Model Agents

    Open Gigantic