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8 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. A Case Study in Assuring AI-Written Software

    Oct 6, 2026Lindsey Ferris, Sierra BonillaAI Agent ReliabilityAI Assurance

    Independent Researcher · University College London London, United Kingdom

  2. Auditable Claims about AI Agents

    Oct 5, 2026Yue Zhao, Jiate Li, Li Li +4AI AssuranceAI Accountability

    University of Southern California, Los Angeles, CA, USA · Arizona State University, Tempe, AZ, USA

  3. The AI Assessment Sandbox Configurator: A Framework to Support Technical Assessment in AI Regulatory Sandboxes

    Oct 1, 2026Alessio Buscemi, German Castignani, Daniele Pagani +2AI AssuranceAI Governance

    Luxembourg Institute of Science and Technology (LIST), Esch-sur-Alzette, Luxembourg · University of Luxembourg, Esch-sur-Alzette, Luxembourg

  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. An Empirical Study and Assessment of EU AI Act Compliance Checkers

    Sep 28, 2026Zhen Tao, Alize Kahraman, Shidong Pan +4AI AssuranceAI Governance

    Technical University of Munich, Germany · New York University, USA · CSIRO’s Data61, Australia

  6. 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

  7. Who Audits Whom, on What Substrate, with What Evidence? An Independence-Graded Audit Protocol for Agentic AI

    Sep 16, 2026Mohamed Chahine GhanemAI AssuranceAI Agent Auditing

    Keele University, School of Computer Science and Mathematics, Keele, United Kingdom · University of Liverpool, Cybersecurity Institute, Liverpool, United Kingdom

  8. Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records

    Sep 15, 2026Torsten Olivi Tiltack, Yifei Dong, Kun Yu +5AI AssuranceAI Accountability

    Data Science Institute, University of Technology Sydney, Ultimo, NSW, Australia · Global Big Data Technologies Centre, University of Technology Sydney, Ultimo, NSW, Australia · School of Computer Science, University of Technology Sydney, Ultimo, NSW, Australia

  9. AI Safety: Not Optional, Not Later

    Sep 14, 2026Qinghua Lu, Yoshua BengioAI AssuranceAI Accountability

    CSIRO, Australia · LawZero, Canada · Université de Montréal, Canada +1

  10. Compute-Bounded Security Assurance - Coverage, Verification, and Response under Resource Constraints

    Sep 10, 2026Jithin VG, Ditto PSAI AssuranceEvidence-Grounded Reasoning

    Bud Ecosystem

  11. Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT&CK-Aligned Triage as a Worked Instance

    Aug 12, 2026Zhenpeng LiAI AssuranceSelective Prediction

    Guangzhou Health Science College, No. 248 Guangyuan Middle Road, Guangzhou, Guangdong 510405, China

  12. IntelliAudit: Using Large Language Models to Evaluate Audit Controls

    Aug 7, 2026Allison Wilson, Sina Moradi Sabet, Diar Shakimov +4AI AssuranceMulti-Agent Systems

    Simon Fraser University Burnaby, Canada · Amirkabir University of Technology Tehran, Iran · TELUS Vancouver, Canada +1

  13. Towards Assurance Closure in AI-Native Large-Scale Agile Software Development

    Aug 7, 2026Ricardo BrittoAI AssuranceSoftware Engineering Agents

    Ericsson, Sweden · Blekinge Institute of Technology, Sweden

  14. A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

    Aug 5, 2026Leah Davis, Dominic Martin, AJung MoonAI AssuranceAlgorithmic Auditing

    McGill University, Montr´eal, QC · Universit´e du Qu´ebec `a Montr´eal, Montr´eal, QC

  15. A Security-Oriented Lifecycle Model for Large Language Model Systems

    Aug 4, 2026Eleftherios Batzolis, George Drosatos, Vassilis Katsouros +1AI AssuranceLLM Security

    Department of Informatics, Democritus University of Thrace, Kavala, Greece · Institute for Language and Speech Processing, Athena Research Center, Xanthi, Greece

  16. TRACE-CTI: Auditable Post-Extraction Governance of TTP Claims with Knowledge Graphs

    Jul 27, 2026Federico Valletta, Giacomo Longo, Enrico Russo +1KG ConstructionAI Assurance

    CASD – School of Advanced Defense Studies, Piazza della Rovere 83, 00165 Rome, Italy

  17. The safety failures we are not instrumenting: a perspective on hidden safety-critical challenges in modern AI systems

    Jul 21, 2026Gjergji Kasneci, Enkelejda KasneciAI AssuranceAI Accountability

    Technical University of Munich

  18. Engineering Trustworthy Agentic AI for Critical Systems

    Jul 20, 2026Omar Al-Refai, Ibrahim Shahbaz, Adam Ali Husseinat +3AI AssuranceAgent Reliability

    Innovations in Systems Trust and Resilience (iSTAR) Laboratory, Texas A&M University, TX, USA · Texas A&M Institute of Data Science - Security, Privacy and Resilience for Trusted AI (SPARTA) Thematic Lab., Texas A&M University, TX, USA · Texas A&M Global Cyber Research Institute (GCRI), Texas A&M University, TX, USA

  19. A Methodology for Auditable Trustworthiness Levels in AI Lifecycle Governance

    Jul 17, 2026Andrea FerrarioAI AssuranceAI Governance

    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

  20. Closing the AI Trust Gap: The Case for Independent Certification for Trustworthy AI

    Jul 17, 2026Trisevgeni Papakonstantinou, Cansu Canca, Farah Nanji +14AI AssuranceAI Governance

    University College London · AI Ethics Lab · University of Cambridge +8

  21. AGL-1: The Enterprise AI Governance Layer as a Control Plane for Trusted Enterprise Intelligence

    Jul 3, 2026Roopam W. SureAI AssuranceAI Agent Monitoring

    Independent Researcher

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

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

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

    Jul 1, 2026Laxmipriya Ganesh IyerAgent Failure AnalysisAI Assurance

    Independent Researcher

  24. Auditing the Audit: Five Failure Modes in Benchmark-Validity Audits

    Jul 1, 2026Yanhang Li, Zhichao Fan, Zexin ZhuangAI AssuranceBenchmark Auditing

    Northeastern University, USA · University of Illinois Urbana-Champaign, USA · Southern Methodist University, USA

  25. FLARE-AI: Flaw Reporting for AI

    Jun 30, 2026Shayne Longpre, Elaine Zhu, Carson Ezell +15AI AssuranceAI Accountability

    Massachusetts Institute of Technology · Northeastern University · Harvard University +9

  26. 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

  27. Generative Responsible AI Data Evaluation Schema (GRAIDES) for AI Assurance in Local Government

    Jun 18, 2026Ethan Knights, Christopher Conlan, Temilorun Gbolahan +2AI AssuranceGenerative AI Evaluation

    AI Innovation Lab, Westminster City Council

  28. AI4SE and SE4AI Exploration: A Decade Looking Back and Forward

    Jun 17, 2026H. Sinan Bank, Daniel R. Herber, Thomas BradleyAI Assurance

    Department of Systems Engineering Colorado State University Fort Collins, CO 80523

  29. AI Sandboxes: A Threat Model, Taxonomy, and Measurement Framework

    Jun 16, 2026Inderjeet Singh, Haitham Mahmoud, Andrés MurilloCyber-Physical SystemsAI Assurance

    Fujitsu Research of Europe, United Kingdom

  30. Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda

    Jun 11, 2026Alexander Rombach, Chantale Lauer, Nijat MehdiyevAI AssuranceBusiness Process Automation

    German Research Center for Artificial Intelligence (DFKI), Campus D3 2, 66123 Saarbrücken, Germany · Saarland University, Campus D3 2, 66123 Saarbrücken, Germany

  31. Sovereign Assurance Boundary: Certificate-Bound Admission for Agentic Infrastructure

    Jun 10, 2026Jun He, Deying YuAI AssuranceAI Agent Security

  32. AI Assurance in UK Defence: Challenges in Operationalising JSP 936

    Jun 8, 2026Callum Cockburn, Sam FarrowAI AssuranceAI Governance

    Synoptix

  33. Semantic Quorum Assurance: Collective Certification for Non-Deterministic AI Infrastructure

    Jun 6, 2026Jun He, Deying YuAI AssuranceCybersecurity

  34. Output Type Before Quality: A Standards-Derived XAI Admissibility Rubric for Autonomous-Driving Safety

    Jun 3, 2026Abhinaw Priyadershi, Mandar Pitale, Jelena Frtunikj +1AI AssuranceAutonomous Driving Safety Evaluation

    NVIDIA Corporation, Santa Clara, CA, USA · NVIDIA GmbH, Munich, Germany

  35. AIREP: A Protocol for Per-Decision Evidence in AI Runtime Governance

    May 31, 2026Ali Toygar AbakAI AssuranceData Provenance

    Independent Researcher

  36. Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems

    May 27, 2026Khalid Adnan AlsayedAI AssuranceAlgorithmic Fairness

    Ducaltus — AI Assurance & Governance Newcastle upon Tyne, United Kingdom · School of Computing, Engineering & Digital Technologies Teesside University Middlesbrough, United Kingdom

  37. Referential Security as a New Paradigm for AI Evaluations

    May 25, 2026Dan Ristea, Vasilios MavroudisAI AssuranceAlgorithmic Auditing

    University College London · Alan Turing Institute · King's College London

  38. AI Assurance: A Comprehensive Testing Strategy for Enterprise AI Systems

    May 22, 2026Chitra Badagi, Divye Singh, Animesh Sen +1AI AssuranceAI Safety Evaluation

    Thoughtworks Technologies · Pune, MH, India · Hyderabad, TG, India

  39. Ontological Knowledge Blocks: Executable Compliance and Profile-Based Validation for Trustworthy AI Systems

    May 22, 2026Aasish Kumar Sharma, Julian M. KunkelAI AssuranceAI Governance

    Institute of Computer Science, Georg-August-Universität Göttingen / GWDG, Germany

  40. A Subjective Logic-based method for runtime confidence updates in safety arguments

    May 21, 2026Benjamin Herd, Jessica Kelly, Clarissa Heinemann +1AI AssuranceRuntime Assurance

    Fraunhofer Institute for Cognitive Systems (IKS) Munich, Germany

  41. Towards a compositional semantics for quantitative confidence assessment in assurance arguments

    May 21, 2026Benjamin Herd, Jessica Kelly, Jan Sabsch +1AI AssuranceUncertainty Quantification

    Fraunhofer IKS · Munich, Germany · Luxoft GmbH +2

  42. 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

  43. Position: Behavioural Assurance Cannot Verify the Safety Claims Governance Now Demands

    May 14, 2026Pratinav Seth, Vinay Kumar SankarapuAI AssuranceAI Governance

    Lexsi Labs

  44. Protocol-Driven Development: Governing Generated Software Through Invariants and Continuous Evidence

    May 13, 2026Jun He, Deying YuAI AssuranceProgram Synthesis

  45. The Open-Box Fallacy: Why AI Deployment Needs a Calibrated Verification Regime

    May 11, 2026Phongsakon Mark Konrad, Tim Lukas Adam, Ane Cathrine Holst Merrild +4AI AssuranceAI Accountability

    Centre for Industrial Software, University of Southern Denmark, Alsion 2, Sønderborg, 6400, Denmark · ProMake, Newark, DE, USA

  46. Autonomous Systems Dependability in the era of AI: Design Challenges in Safety, Security, Reliability and Certification

    Apr 30, 2026Behnaz Ranjbar, Kirankumar Raveendiran, Sudeep Pasricha +3AI AssuranceSafety-Critical Control

    Chair of Embedded Systems, Ruhr Universität Bochum, Germany · Colorado State University, US · The University of North Carolina at Chapel Hill, US, and The TUM Institute for Advanced Study, Germany +1

  47. Time-Series Forecasting in Safety-Critical Environments: An EU-AI-Act-Compliant Open-Source Package / Zeitreihenprognose in sicherheitskritischen Umgebungen: Ein KI-VO-konformes Open-Source-Paket

    Apr 26, 2026Thomas Bartz-Beielstein, Eva BartzAI AssuranceTime Series Forecasting

    Bartz & Bartz GmbH, 51643 Gummersbach, Deutschland

  48. Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

    Apr 23, 2026Natan Levy, Gadi PerlAI AssuranceAI Risk Management

    School of Computer Science and Engineering The Hebrew University of Jerusalem(HUJI) Jerusalem, Israel · dept. name of organization (of Aff.) The Hebrew University of Jerusalem(HUJI) Jerusalem, Israel

  49. Evaluating Assurance Cases as Text-Attributed Graphs for Structure and Provenance Analysis

    Apr 22, 2026Fariz Ikhwantri, Dusica MarijanAI AssuranceAI-Generated Text Detection

    Simula Research Laboratory Oslo, Norway

  50. enclawed: A Configurable, Sector-Neutral Hardening Framework for Single-User AI Assistant Gateways

    Apr 18, 2026Alfredo MetereAI AssuranceAI Agent Security

    Metere Consulting, LLC.

  51. High-Risk AI Systems and the Problem of Identity in the European AI Act

    Apr 17, 2026Andrea FerrarioAI AssuranceAI Governance

    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

  52. Defining Operational Conditions for Safety-Critical AI-Based Systems from Data

    Jan 29, 2026Johann Maximilian Christensen, Elena Hoemann, Frank Köster +1AI AssuranceAI Safety

    Institute for AI Safety and Security · German Aerospace Center (DLR) · Sankt Augustin, Germany

  53. Operationalising AI Regulatory Sandboxes: Activities, Requirements, and Technical Assessment under the EU AI Act

    Sep 27, 2025Alessio Buscemi, Thibault Simonetto, Daniele Pagani +3AI AssuranceAI Governance

    Luxembourg Institute of Science and Technology (LIST) · University of Luxembourg

  54. Builder, Defender, Breaker: Measurable Independence and Bounded Autonomy When Generative Models Build, Defend and Test Software

    Date pendingMohamed Chahine GhanemAI AssuranceAI Agent Security

    School of Computer Science and Mathematics, Keele University, Newcastle-under-Lyme, United Kingdom · Cybersecurity Institute, University of Liverpool, Liverpool, United Kingdom