AI Risk Management

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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. TokenBank: Financial Infrastructure for AI Services

    Oct 8, 2026Cary Chang, Jialin ZhouFinancial ServicesAI Risk Management

    Nexilume Research

  2. Systemization of Knowledge (SoK): Human-Centered AI Safety for Youth

    Oct 6, 2026Pratyasha Saha, Yaman Yu, Yang WangAI Risk ManagementAI Safety Evaluation

    University of Illinois Urbana-Champaign Champaign, IL, United States

  3. How Could AI Eliminate Humanity? A Failure-Mode Analysis of Civilizational Risk

    Oct 6, 2026Mikołaj Sienicki, Krzysztof SienickiAI SafetyAI Risk Management

    Polish-Japanese Academy of Information Technology, Warsaw, Poland, European Union · NIS, 05-807 Podkowa Leśna, Poland, European Union

  4. A Deterministic and Auditable AI Security Risk Assessment Framework with ATLAS Aligned Executable Rules and Formal Verification

    Oct 1, 2026Yixuan Huang, Basel Halak, Boojoong KangAI AssuranceAI Risk Management

    University of Southampton, Southampton, UK

  5. SAFARI: An Industrial Benchmark for LLM-Assisted Hazard Analysis and Risk Assessment

    Sep 17, 2026Chenxi Wu, Zimu Wang, Haiyang Zhang +2LLM Safety BenchmarksAI Risk Management

    School of Advanced Technology, Xi’an Jiaotong-Liverpool University

  6. Disrupted Companionship: A Risk Assessment Framework and Cross-Platform Quantitative Analysis of Psychosocial Responses to AI Companion Disruptions

    Sep 15, 2026Chau Do, Yunhao Yuan, Koustuv Saha +2AI Risk ManagementAI Companions

    Aalto University Espoo, Finland · University of Illinois Urbana-Champaign Urbana, IL, USA · Nanyang Technological University Singapore, Singapore

  7. A Decision-Support Audit Protocol for Supervision Drift in Proxy-Labeled Credit-Risk Prediction

    Sep 14, 2026Mehrdad Shoeibi, Muhammad Shabanpour, Waldemar Karwowski +1AI Risk ManagementAlgorithmic Auditing

    Department of Industrial Engineering and Management Systems University of Central Florida, Orlando, FL, USA · Department of Economics, Northeastern University, Boston, MA, USA

  8. Design of a Deep Learning Credit Risk Early Warning System Integrating Multi-source Heterogeneous Data

    Sep 14, 2026LiYang Wang, Zhen Zhong, Zhen Tian +2AI Risk ManagementCredit Scoring

    Washington University in St. Louis · Washington University in St. Louis, St. Louis, MO, USA · Georgetown University +5

  9. Why Better Models Can Create Riskier Systems: Evidence from LLM Agents in Financial Markets

    Sep 7, 2026Jillian Ross, Eric So, Zoe De Simone +2Multi-Agent LLM SystemsAI Risk Management

    Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology · Sloan School of Management Massachusetts Institute of Technology · Belfer Center for Science and International Affairs Harvard Kennedy School

  10. Reducing Catastrophic Risk from AI with Systematic Monitoring and Evaluation of Rogue AI Progression

    Sep 2, 2026T. Bauer, W. P. Kegelmeyer, E. Begoli +15AI Risk ManagementAI Safety Evaluation

    Sandia National Laboratories (SNL), Albuquerque, NM, 87185, USA. · Sandia National Laboratories, Livermore, CA 94451, USA. · Oakridge National Laboratories (ORNL), Oak Ridge, TN, 37830, USA. +9

  11. The Irreversibility Budget: Fleet-Level Risk Accounting and Admission Control for Agent Operating Systems

    Aug 31, 2026Bardia Mohammadi, Laurent BindschaedlerAI Risk ManagementRuntime Enforcement for AI Agents

    Max Planck Institute for Software Systems Saarbrücken, Germany

  12. AI Morbidity and Mortality: A Framework for Clinical AI Failure Review

    Aug 31, 2026Paulius Mui, Dean F. Sittig, Steve Labkoff +1AI Risk ManagementAI Safety

    X = Primary Care, Boston, MA, USA · UT Health McWilliams School of Biomedical Informatics, Houston, TX, USA · Informatics Review LLC, Lake Oswego, OR, USA +3

  13. Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools

    Aug 7, 2026Afreen Alam, Evgenija Popchanovska, Ana Gjorgjevikj +4AI Risk ManagementLLM Security

    Department of Administrative Sciences, Metropolitan College, Boston University, Boston, MA 02215, USA · Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje 1000, North Macedonia · Department of Computer Science, Metropolitan College, Boston University, Boston, MA 02215, USA

  14. Empowering Credit Risk Detection in Weixin Pay with Billion-Scale Deep Graph Learning

    Aug 3, 2026Xin Liu, Xiyuan Chen, Chenglong Wu +3AI Risk ManagementFinancial Fraud Detection

    Tongji University Shanghai, China · Tencent Inc. Shenzhen, China

  15. ZK-SR117: A Chunked Zero-Knowledge Attestation Design for Aggregated Fair-Lending Metrics, with a Control Mapping toward Full SR 11-7 Coverage

    Aug 1, 2026Mohammad Nasir Uddin, Rahnuma Tabassum Orpita, Eklachur Rahman Bhuiyan +1AI Risk ManagementAlgorithmic Auditing

    1DBA-BIDA (Business Intelligence and Data Analytics) Program, Westcliff University, USA · Department of Computer Science and Engineering, Northern University Bangladesh, Bangladesh · 3Washington University of Science and Technology, Alexandria, Virginia, USA +1

  16. On AI Safety and Security Technical Debt in Engineering AI-Enabled Systems

    Jul 25, 2026Muhammad Tukur, Hayatullahi B. Adeyemo, Tao Chen +5Software EngineeringAI Risk Management

    Computer Science, University of Birmingham, Edgbaston, UK · CSE, HBKU, Qatar · Computing and Informatics, Bournemouth University, UK +3

  17. Regulating autonomous and agentic AI

    Jul 23, 2026Chris Reed, Alex Austria, Anmol Bharuka +3AI Risk ManagementAI Agent Governance

    Professor of Electronic Commerce Law at the Centre for Commercial Law Studies, Queen Mary University of London · postgraduate student researchers for the Cloud Legal Project

  18. Harmonizing AI Safety Thresholds

    Jul 17, 2026Wilber Sean Anterola, Matthew Ball, Luis F. Lafuerza +1AI Risk ManagementAI Governance

    1Brown University · Centre pour la Sécurité de l’Intelligence Artificielle (CeSIA)

  19. When Not to Automate: A Formal Protocol for Human Preservation in AI-Optimized Organizations

    Jul 17, 2026Jose Manuel de la Chica Rodriguez, Jairo Rodriguez Arias, Spyridon ChouliarasAI Risk ManagementBusiness Process Automation

    1Santander AI Lab

  20. CausalGraphX: A Counterfactual Graph Neural Network Framework for Explainable Systemic Risk Assessment

    Jul 15, 2026Rabimba Karanjai, Hemanth Madhavarao, Lei Xu +1Causal Representation LearningAI Risk Management

    University of Houston · PayPal Inc. · Kent State University

  21. Unsafe at any AUC: Unlearned Lessons from Sociotechnical Disasters for Responsible AI

    Jul 15, 2026Joshua A. Kroll, Andrew Smart, R. Stuart Geiger +1AI AccountabilityAI Risk Management

    Naval Postgraduate School · Google Research · University of California, San Diego +1

  22. AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation

    Jul 14, 2026Quanyan ZhuAI Risk ManagementAI Agent Governance

    Department of Electrical and Computer Engineering and the NYU Center for Cybersecurity, NYU Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA

  23. TrustX Agent Risk Classification Framework (ARC): Risk-Tiering Internally Created Agentic AI Systems

    Jul 10, 2026Hannah M. Liu, Rhea Saxena, Shiv AsthanaAI Risk ManagementAI Agent Governance

    Responsible AI Institute · Imperial College London

  24. Predicting LLM Safety Before Release by Simulating Deployment

    Jul 8, 2026Marcus Williams, Hannah Sheahan, Cameron Raymond +8LLM EvaluationAI Risk Management

    OpenAI

  25. Deployment Risk Assessment Using Diff-Aware Features: A Case Study at Prime Video

    Jul 7, 2026Mayur Kurup, Hyunjae Suh, Swathi Vaidyanathan +3AI Risk Management

    Amazon.com Austin, Texas, USA · University of California Irvine, California, USA · Amazon.com Seattle, Washington, USA

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

    Jul 6, 2026Ujjwala VadrevuAI Risk ManagementBlack-Box Model Auditing

  27. Governing Generative AI Across Financial Institutions: A Framework for Generative AI Risk Control

    Jul 5, 2026Dennis Mao, Alessandra Lin, Yixin Kang +1Financial ServicesAI Risk Management

    Florida State University, Tallahassee, FL, USA · Independent Researcher, Dallas, TX, USA · Independent Researcher, Chicago, IL, USA

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

    Jul 2, 2026Gemma Galdon Clavell, Pablo Accuosto, Usman GoharAI AssuranceAI Risk Management

  29. Overview of Risk Assessment and Management for Intelligent Systems under the AI Act and Beyond

    Jul 2, 2026Javier Irigoyen, Roberto Daza, Aythami Morales +5AI Risk ManagementAI Governance

    BiometricsAI, Universidad Aut´onoma de Madrid (UAM), Spain · GHIA, Universidad Aut´onoma de Madrid (UAM), Spain · Universidad de Las Palmas de Gran Canaria (ULPGC), Spain

  30. Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance

    Jul 1, 2026Laxmipriya Ganesh IyerAgent Failure AnalysisAI Assurance

    Independent Researcher

  31. Taxonomy of Risks on Automated Fact-Checking Systems Considering its Propagation

    Jun 24, 2026Jun Yajima, Tatsuya Oka, Takao OkuboAI Risk ManagementAutomated Fact-Checking

    1Fujitsu Limited · Institute of Information Security

  32. AgentRiskBOM: A Risk-Scoping Security Bill of Materials for Agentic AI Systems

    Jun 20, 2026Srimonti Dutta, Akshata Kishore MoharirAI Risk ManagementAI Agent Auditing

    WAI USA Research Labs · WAI USA · Austin, USA +1

  33. The AI Evaluability Gap: The Missing Layer for Managing Risk and Sustaining Value

    Jun 19, 2026Vishal Srivastava, Tanmay SahAI AssuranceAI Risk Management

    Whiting School of Engineering Johns Hopkins University Baltimore, MD 21218 · Harrisburg University of Science and Technology Harrisburg, PA

  34. When Agent Automation Becomes Profitable: Quantifying and Insuring Autonomous AI Risk through Trace-Economic Underwriting

    Jun 15, 2026Binyan Xu, Xilin Dai, Fan Yang +1AI Risk ManagementAI Agent Safety

    The Chinese University of Hong Kong, Hong Kong, Hong Kong · Zhejiang University, Hangzhou, China

  35. Gaming-Resistant Insurance Contracts for Autonomous AI Agents: Strategy-Proof Toll Mechanism Design

    Jun 15, 2026Hao-Hsuan ChenMechanism DesignAI Risk Management

  36. The Perils of Agency: How Developers Perceive, Prioritize, and Address Risks in Agentic AI Products

    Jun 13, 2026Hao-Ping Lee, Jessica He, David Piorkowski +3AI Risk ManagementAI Agent Safety

    Carnegie Mellon University · IBM Research · Alinia

  37. Cognitive Debt: AI as Intellectual Leverage and the Dynamics of Systemic Fragility

    Jun 13, 2026Shuchen MengAI Risk ManagementCognitive Offloading

    New York University

  38. Privacy-Preserving Credit Risk Prediction with Alternative Data

    Jun 9, 2026Hongzhe Zhang, Jiarong Xu, Jing He +1AI Risk ManagementPrivacy-Preserving ML

    School of Management and Economics, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), China · School of Management, Fudan University, Shanghai, China · Lerner College of Business and Economics, University of Delaware, Newark, Delaware

  39. RiskNet: A large-scale dataset of AI risk incidents from news with alignment and multi-dimensional annotations

    Jun 7, 2026Leihan Zhang, Wecheng Ye, Xianlong Ma +5AI Risk ManagementAI Governance

    School of Economics and Management, Beijing University of Posts and Telecommunications, 10 Xitucheng Road, Haidian District, Beijing,2026 100876, China. · Beijing Key Laboratory of Multimodal Data Intelligent Perception and Governance, 10 Xitucheng Road, Haidian District, Beijing, 100876, Jun China.

  40. TRUST-SCF: Transformer-based Risk Understanding and Scoring for Transactional Supply Chain Finance

    Jun 6, 2026Mohammadamin Davoodabadi, Amirabbas ShakeriFinancial ServicesAI Risk Management

    Department of Growth Barook Co.

  41. The Three-Ring Architecture: Governing Agents in the Era of On-Platform Organisations

    Jun 5, 2026Sergio Alvarez-Telena, Marta Diez-FernandezAI Risk ManagementLLM Agent Orchestration

    University College London, UK · SciTheWorld, Spain

  42. Insurance of Agentic AI

    Jun 3, 2026Quanyan ZhuAI Risk ManagementAgentic AI

    Department of Electrical and Computer Engineering, New York University, Tandon School of Engineering.

  43. Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis

    Jun 2, 2026Sanjay Das, Ran Elgedawy, Ethan Seefried +2Multi-Agent LLM SystemsAI Risk Management

    Oak Ridge National Laboratory Oak Ridge, Tennessee, USA

  44. From Control Boundary to Insurance Claim: Reconstructing AI-Mediated Losses Through the CER Framework

    Jun 2, 2026Alex Leung, Rex Zhang, Kentaroh Toyoda +1AI AccountabilityAI Risk Management

    AIFT

  45. GovAI-Pipe: A Layered AI Governance Pipeline for Citizen-Facing AI in Turkey's e-Government Gateway

    May 31, 2026Ahmet KaplanAI AccountabilityAI Risk Management

    Department of Computer Science Istanbul Medipol University Istanbul, Türkiye

  46. AI Loss of Control Incident Management: Response & Resilience

    May 28, 2026Ross GruetzemacherAI Risk ManagementAI Agent Safety

    Wichita State University · Transformative Futures Institute

  47. Foundations of a Time-Consistent Counterfactual Actuarial Runtime for Autonomous AI Agents

    May 26, 2026Hao-Hsuan ChenCounterfactual EvaluationAI Risk Management

    Department of Risk Management and Insurance National Chengchi University

  48. Insuring Every Action: An Authority Frontier Framework for Runtime Actuarial Control of Autonomous AI Agents

    May 25, 2026Hao-Hsuan ChenAI Risk ManagementAI Agent Evaluation

    Department of Risk Management and Insurance National Chengchi University

  49. Reframing AI Loss of Control: What It Is, How to Have It, How to Lose It

    May 19, 2026Ze Shen Chin, Maurice Chiodo, Dennis Müller +1AI Risk ManagementAI Governance

    Oxford Martin AI Governance Initiative AI Standards Lab · Centre for the Study of Existential Risk, University of Cambridge · Institute of Mathematics Education, University of Cologne +1

  50. Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models

    May 18, 2026Aditya Tanna, Mitul Solanki, Mohamed Bouadi +3Class-Imbalanced LearningTabular Foundation Models

    Lexsi Labs

  51. Foundation Models for Credit Risk Prediction: A Game Changer?

    May 18, 2026Bart Baesens, Andreas Goethals, Stefan Lessmann +10Tabular Foundation ModelsAI Risk Management

    Faculty of Economics and Business, KU Leuven, Belgium · School of Business and Economics, Humboldt University of Berlin, Germany · Department of Statistical and Actuarial Sciences, Western University, Canada +8

  52. STRIDE-AI: A Threat Modeling Framework for Generative AI Security Assessment

    May 16, 2026Tsafac Nkombong Regine Cyrille, Franziska SchwarzAI AssuranceAI Risk Management

    SRH University of Applied Sciences Heidelberg School of Technology and Architecture CyberMACS (Applied Cybersecurity) Berlin, Germany · Universidad de Granada Facultad de Ciencias Econ´omicas y Empresariales Granada, Spain

  53. MATRA: Modeling the Attack Surface of Agentic AI Systems -- OpenClaw Case Study

    May 11, 2026Tim Van hamme, Thomas Vissers, Javier Carnerero-Cano +4AI Risk ManagementAI Agent Security

    DistriNet, KU Leuven, 3001 Leuven, Belgium · IBM Research · CISPA Helmholtz Center for Information Security +2

  54. The Biosecurity Blind Spot: Systematic Dual-use Detection in Open Science Infrastructure

    May 10, 2026Vasudha Sharma, Chakresh Kumar Singh, Jayesh Choudhari +1AI Risk Management

    1LophiLabs · 2Independent.

  55. The Challenges of Balancing AI Compliance and Technological Innovations in Critical Sectors: A Systematic Literature Review

    May 9, 2026Ayush Enkhtaivan, Chinazunwa UwaomaAI Risk ManagementAI Governance

    Claremont Graduate University

  56. Neural-Actuarial Longevity Forecasting: Anchoring LSTMs for Explainable Risk Management

    May 7, 2026Davide RindoriLong-Term Time Series ForecastingAI Risk Management

    SAV Actuarial Candidate, ETH Zürich · PhD in Physics, University of Florence (2021)

  57. Agentic, Context-Aware Risk Intelligence in the Internet of Value

    May 7, 2026Basel Magableh, OmniRisk ResearchQuantitative FinanceAI Risk Management

    School of Computer Science, Technological University Dublin, Ireland · Rayachain Lab, Dublin, Ireland

  58. Agentic AI and the Industrialization of Cyber Offense: Forecast, Consequences, and Defensive Priorities for Enterprises and the Mittelstand

    May 6, 2026Christopher KochAI Risk ManagementCybersecurity

    Independent Researcher

  59. The Insurability Frontier of AI Risk: Mapping Threats to Affirmative Coverage, Silent Exposures, and Exclusions

    May 6, 2026Alex Leung, Rex Zhang, Ervin Ling +2AI Risk Management

    AIFT

  60. The Case for ESM3 as a General-Purpose AI Model with Systemic Risk Under the EU AI Act

    May 2, 2026Taro Qureshi, Jacob Griffith, Koen Holtman +3AI Risk ManagementAI Governance

    Northeastern University London · London School of Economics and Political Science · AI Standards Lab +2