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9 papers in the last four weeks, level with the four weeks before. 0.1% of all new papers.

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  1. The Life Cycle of a Massive Activation: Stochastic Birth, Weight-Decay-Driven Growth, and Competitive Consolidation

    Sep 30, 2026S. Aaron McClendon, Jorge Gallego-Feliciano, Antonios SaravanosWeight DecayAdam

    Aimpoint Digital Labs, Atlanta, GA, USA · New York University, New York, NY, USA

  2. Concept-Grounded Attention: A Controlled Evaluation of Graph-Injected Attention, Temporal Versioning, and Epistemic Status

    Sep 30, 2026Sachin Dev Duggal, Pradyumna Swarnalatha Ramanna, Alexandros VassiliadesKnowledge GraphsEpistemology

    SeKondBrain AI Labs, London, United Kingdom.

  3. StateTape: Action-Conditioned Evidence Lifecycle Modeling for Long-Horizon Coding Agents

    Sep 28, 2026Ziyang Yu, Liang Zhao, Bowen Zhu +1Long-Horizon AgentsCoding Agents

    Causal Dynamics Lab · Emory University

  4. AgentWare: Automating the Lifecycle of Agentic Applications across the Edge-to-Cloud Continuum

    Sep 28, 2026Michalis Kasioulis, Moysis Symeonides, George Pallis +1Agentic DeploymentsEdge Platforms

    Department of Computer Science, University of Cyprus

  5. Synthesis and editing of multi-instrument audio mixtures using scalar-quantised latents with MIDI Span conditioning

    Sep 22, 2026Sungkyun Chang, Keshav Bhandari, Simon Dixon +1Audio EditingSynthesis

    Centre for Digital Music, Queen Mary University of London

  6. UniK: Universal Knowledge Perception for Digital and Physical AI

    Sep 21, 2026Nirmit Desai, Kunal Sawarkar, Aditya Mahakali +3Artificial Intelligence SystemsLifecycle

    AIntropy AI

  7. FLARE: A Full-Lifecycle Dense Supervision Paradigm for Long-Horizon Coding Agents via Generative Reward Model

    Sep 20, 2026Jingxuan Xu, Gang Wu, Yanan Wu +13Long-Horizon AgentsLifecycle

    Independent Researcher · Nanjing University · Peking University +1

  8. LifeFuse-Mem: Lifecycle-Aware State Fusion Against Temporary Overwriting for Long-Term Memory

    Sep 14, 2026Hanyu Zhao, Yuqian Feng, Zhenyu Song +4Long-Term Agent MemoryLong-Term Memory

    Beijing Academy of Artificial Intelligence · University of Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences +1

  9. A-JIT: Agentic Just-In-Time Software Construction

    Sep 9, 2026Mark Marron, Earl T. BarrAi-NativeSelf-Evolution

    University of Kentucky · University College London

  10. A Blind Trust, the Bloody Thrust: When Attacker-Controlled Hook Updates Steer AI Agent Harnesses towards Malicious Behaviors

    Sep 3, 2026Pengxun Li, Litian Zhang, Jianwei Hou +4Malicious AgentsArtificial Intelligence Agents

    Beijing University of Posts and Telecommunications · Data and Technology Support Center of the Cyberspace Administration of China · Beihang University +1

  11. CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?

    Sep 1, 2026Damien Sileo, Dimitri KachlerLifecycleAgent Harness

    Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France

  12. Parsing the Stream: A Live Trace Model for Long-Horizon Agents and Their Observers

    Sep 1, 2026Egor Pakhomov, Erik NijkampTracesLong-Horizon Agents

    Salesforce AI Research

  13. Making Prospective Memory SLM-Shaped: Typed Intention Stores for Small-Model Agents

    Sep 1, 2026Jinqing Zhao, Chengcan WuLifecycle

    Peking University

  14. A Systematic Survey of Agentic Skills: Architecture, Lifecycle, and Security

    Aug 30, 2026Sanket Badhe, Deep Shah, Priyanka Tiwari +1Reusable Agent SkillsProduction Agentic Systems

    Google LLC · Purdue University

  15. Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation

    Aug 23, 2026Wenzhi Li, Dong Nie, Rui Lan +7Agentic MemoryInternalization

    Zhejiang University · Indepedent Researcher · Xiaohongshu +2

  16. The Lifecycle of LLM-as-a-Judge for Large-Scale Recommendation Explanations

    Aug 18, 2026Emma Yanyang Kong, JJ Tan, Ishan Gupta +8Llm-As-A-JudgeExplainable AI Methods

    Netflix · Los Gatos, California, USA

  17. Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding

    Aug 11, 2026Kushal ChakrabartiCoding AgentsCatastrophic Forgetting

    South Park Commons

  18. From Prompt to Harness: Coderlet from Scratch

    Aug 10, 2026Mengfan LiAgent HarnessLifecycle

  19. Evidence-Calibrated Runtime Reconstruction for Agent Skills Across Heterogeneous Coding Agents

    Aug 9, 2026Xueping GaoLifecycleCoding Agents

    Alibaba Cloud, Hangzhou, China

  20. When One Modality Is Not Enough: Multimodal Sex and Life-Stage Classification of Red Deer from Aerial RGB-Thermal Video

    Aug 7, 2026Hugo Markoff, Christoph Praschl, Ivan Ludoški +3SpeciesBird

    Aalborg University, Department of Chemistry and Bioscience, Aalborg, Denmark · University of Applied Sciences Upper Austria, Hagenberg, Austria · University of Novi Sad, Faculty of Agriculture, Novi Sad, Serbia +1

  21. Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle

    Aug 5, 2026Jiaming Zhang, Boyang Chen, Zherui Li +14CaptchaLifecycle

    College of Computing and Data Science, Nanyang Technological University, Singapore · School of Computing and Information Systems, University of Melbourne, Australia · School of Computing and Information Systems, Singapore Management University, Singapore +3

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

    Aug 4, 2026Eleftherios Batzolis, George Drosatos, Vassilis Katsouros +1Large Language Model SafetySecurity

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

  23. Towards a new paradigm of scientific discovery with socialized artificial intelligence

    Aug 3, 2026Xinjie Yao, Xingxin Xu, Xiyuan Gao +21Scientific DiscoveryIntelligence

    Baize Research · Faculty of Information Engineering and Automation, Kunming University of Science and Technology · Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology +5

  24. InfraBench: Evaluating Infrastructure Agents Across Layers, Lifecycle, and Risk

    Jul 31, 2026Yuan Gao, Zeren Yang, Junnan Li +6InfrastructureArtificial Intelligence Agents

    Wanxiang · University of Wisconsin–Madison · 2Iowa State University

  25. MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations

    Jul 31, 2026Qiming Shi, Yulong Tao, Linbo Jin +10Large Language Model AgentsLifecycle

    2State Key Lab of CAD&CG, Zhejiang University · 1Alibaba Group · School of Software and Microelectronics, Peking University +2

  26. Security of World-Model-Based Embodied AI: A Lifecycle of Threats, Defenses, and Evaluation

    Jul 30, 2026Fazhong Liu, Zhuoyan Chen, Haozhen Tan +3World ModelsRealistic Threat Model

  27. Expected Survival-Time Bounds for Robust Optimization Over Time under Isotropic Gaussian Dynamics

    Jul 29, 2026Pavel Novoa-HernándezRobust OptimizationTime-Varying Systems

    Dept. Computer Engineering and Systems Universidad de La Laguna Spain

  28. Human Preference aligned Tabular Similarity

    Jul 27, 2026Frederik Hoppe, Astrid Franz, Marianne Michaelis +2Similarity and MetricsText Embeddings

    CONTACT Software GmbH, Bremen, Germany

  29. Towards Trustworthy Physical AI: From Theory to Practice Across Life Cycle

    Jul 24, 2026Wang Yang, Hongxuan Liu, Xinghui Xu +29Artificial Intelligence GovernanceGovernance

    Case Western Reserve University · Massachusetts Institute of Technology · New York University +17

  30. Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

    Jul 23, 2026Gaurav DadhichCompactionArtificial Intelligence Agents

    Maximem

  31. Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

    Jul 16, 2026Jek Huang, Jeffery Hsia, Jiayi Sun +3LifecycleAdmissibility

    Prodenovo

  32. MEMORA: Embodied Action Memory from Egocentric Videos for Reasoning and Planning

    Jul 15, 2026Zihao Yu, Xiu Yuan, Chongjie ZhangClassical PlanningMemo

    Washington University in St. Louis

  33. MemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations

    Jul 14, 2026Xixuan Hao, Zeyu Zhang, Zehao Lin +6Conversational MemoryNativemem

    MemTensor (Shanghai) Technology Co., Ltd. · The Hong Kong University of Science and Technology (Guangzhou) · Renmin University of China

  34. MemDecay: Region-Aware KV Cache Eviction for Efficient LLM Agent Inference

    Jul 12, 2026Venkatesha Matam, Keon KimKey-Value Cache EvictionKv-Cache Management

    Independent Researcher New York City, USA

  35. Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries

    Jul 11, 2026Yubo LiReusable Agent SkillsSkills

    Carnegie Mellon University

  36. MCP-Enabled Agentic AI for Autonomous IPoDWDM Network Lifecycle Automation

    Jul 7, 2026Chunmin Xia, Jakub Harbaczewski, Nikhil Dsilva +3Optical NetworksAutomated

    Adtran Networks SE

  37. Context Graphs for Proactive Enterprise Agents

    Jul 4, 2026Avinash KumarProactiveLifecycle

  38. EHHN: An Event-driven Heterogeneous Hypergraph Network for Object-Centric Next Activity Prediction

    Jul 2, 2026Jiaxing Wang, Kaitao Chen, Zhubin Han +4Temporal Graph Neural NetworksHypergraphs

  39. A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems

    Jun 30, 2026Seyed Bagher Hashemi Natanzi, Bo TangLarge Language Model SafetyModel Vulnerabilities

    Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA

  40. A Tutorial on Autonomous Fault-Tolerant Control Using Knowledge-Grounded LLM Agents

    Jun 30, 2026Javal Vyas, Milapji Singh Gill, Artan Markaj +2Fault ToleranceLanguage-Model Agents

    Autonomous Industrial Systems Laboratory, Imperial College London, London, United Kingdom · Institute of Automation Technology, Helmut Schmidt University, Hamburg, Germany

  41. LCAi: Life Cycle Assessment with big data fusion and retrieval-augmented generation-assisted interpretation

    Jun 25, 2026Georgios Tsironis, Juan D. Medrano-Garcia, Gonzalo Guillen-GosalbezArtificial Intelligence LifecycleLifecycle

    Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir Prelog Weg 1, Zürich 8093, Switzerland · NCCR Catalysis, Zurich 8093, Switzerland

  42. Clinical Harness for Governable Medical AI Skill Ecosystems

    Jun 25, 2026Tianhan Xu, Lei Bao, Zhe Hu +2Artificial Intelligence GovernanceClinical

    Department of Medical Informatics, Northern Jiangsu People’s Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, China. · Department of Computing, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region of China. · SenseTime Research, Shanghai, China. +1

  43. Lingering Authority: Revocable Resource-and-Effect Capabilities for Coding Agents

    Jun 21, 2026Igor Santos-GrueiroKernel-Resident Tool Governance GatewayCoding Agents

    International University of La Rioja

  44. RoboLineage: Agent-Native Data Lifecycle Governance Across Robot Policy Iterations

    Jun 20, 2026Qian Luo, Wentao Guo, Zhennan Qin +4Robotic Data AcquisitionRobot Policies

    1Transcengram · 2The University of Hong Kong · 3Beijing Institute of Technology

  45. Estimating the Effect of Timing on Coupon Effectiveness

    Jun 17, 2026Deddy JobsonSales LeadCausal Inferences

    Mercari, Inc., Japan

  46. From Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMs

    Jun 16, 2026Siyue Chen, Yifu Guo, Yuquan Lu +9LLM Reasoning StrategiesReasoning Skills

    1South China University of Technology · 2Sun Yat-sen University · 4Shanghai Jiao Tong University +5

  47. Closing the Feedback Loop: From Experience Extraction to Insight Governance in Verbal Reinforcement Learning

    Jun 16, 2026Yanwei Cui, Xing Zhang, Yulong Zhang +4Feedback LoopOffline Reinforcement Learning

    AWS Generative AI Innovation Center · Amazon Web Services (AWS) · BingX Group Limited.

  48. LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

    Jun 12, 2026Hao Jiang, Enneng Yang, Guojie Zhu +7Continual LearningReplay-Based Continual Learning

    Huawei Technologies Co., Ltd., China · Shenzhen Campus of Sun Yat-sen University, China · Renmin University of China, China

  49. Life Cycle Assessment of Pre-training the Lucie 7B Open-Source Large Language Model on the Jean Zay Supercomputer

    Jun 9, 2026Marc Léobet, Pierre-François Lavallée, Jean-Pierre LorréLarge Language Model TrainingHigh-Performance Computing

    Mens Data · CNRS / IDRIS · LINAGORA

  50. Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

    Jun 8, 2026Avijit Ghosh, Anka Reuel, Jenny Chim +45Artificial Intelligence EvaluationReport

  51. Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle

    Jun 5, 2026Jiayu Wang, Weijiang Lv, Bowen Fu +8Agentic BenchmarksArtificial Intelligence Scientists

    Xi’an Jiaotong University · Xidian University

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

    Jun 3, 2026Abhinaw Priyadershi, Mandar Pitale, Jelena Frtunikj +1XaiAutonomous Driving

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

  53. SkillHarm: Lifecycle-Aware Skill-Based Attacks via Automated Construction

    Jun 1, 2026Yuting Ning, Zhehao Zhang, Yash Kumar Lal +8Malicious AgentsAgentic Workflows

    The Ohio State University · Amazon AGI · Stanford University

  54. Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

    May 31, 2026Jared Fernandez, Clara Na, Yonatan Bisk +2Artificial Intelligence LifecycleArtificial Intelligence Evaluation

    Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA · Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA, USA · Wilton E. Scott Institute for Energy Innovation, Carnegie Mellon University, Pittsburgh, PA, USA

  55. Responsible Agentic AI Requires Explicit Provenance

    May 16, 2026Jinwei Hu, Xinmiao Huang, Qisong He +3AccountabilityProvenance

    School of Computer Science and Informatics, University of Liverpool, UK · Department of Computer Science, Mohamed bin Zayed University of Artificial Intelligence, UAE

  56. MemForest: An Efficient Agent Memory System with Hierarchical Temporal Indexing

    May 16, 2026Han Chen, Zining Zhang, Wenqi Pei +6Long-Term Agent MemoryLifecycle

    National University of Singapore · Singapore, Singapore · Zero Gravity Labs +1

  57. Voices in the Loop: Mapping Participatory AI

    May 16, 2026Rashid MushkaniArtificial Intelligence GovernanceAtlas

    Right to AI · Mila – Québec AI Institute, Canada

  58. Decomposing Evolutionary Mixture-of-LoRA Architectures: The Routing Lever, the Lifecycle Penalty, and a Substrate-Conditional Boundary

    May 11, 2026Ramchand KumaresanEvolutionary Optimization MethodsLifecycle

    Murai Labs

  59. Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

    May 11, 2026Junhao Shen, Teng Zhang, Xiaoyan Zhao +1Unsupervised Skill DiscoveryAgentic Reinforcement Learning

    Database Group, The Chinese University of Hong Kong · Lanzhou University

  60. Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability

    May 8, 2026Zejian Chen, Zhanyuan Liu, Chaozhuo Li +6Computer-Use AgentsAgentic Deployments

    Beijing University of Posts and Telecommunications, Beijing, China · China Unicom, Beijing, China · China Academy of Information and Communications Technology, Artificial Intelligence Institute, Beijing, China