| row_id,arxiv_id,resource_title,arxiv_title,arxiv_year,status,published_title,publication_date,publication_year,publication_venue,publisher,doi,published_url,record_url,metadata_source,match_score,checked_on |
| ale-0023,2607.14890,"Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control","Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0108,2210.03629,ReAct: Synergizing Reasoning and Acting in Language Models,ReAct: Synergizing Reasoning and Acting in Language Models,2023,published,ReAct: Synergizing Reasoning and Acting in Language Models,2023,2023,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://openreview.net/forum?id=WE_vluYUL-X,https://openreview.net/forum?id=WE_vluYUL-X,OpenReview proceedings record,1.000,2026-07-17 |
| ale-0109,2303.11366,Reflexion: Language Agents with Verbal Reinforcement Learning,Reflexion: Language Agents with Verbal Reinforcement Learning,2023,published,Reflexion: Language Agents with Verbal Reinforcement Learning,2023,2023,Advances in Neural Information Processing Systems 36 (NeurIPS),Neural Information Processing Systems Foundation,10.52202/075280-0377,https://proceedings.neurips.cc/paper_files/paper/2023/hash/1b44b878bb782e6954cd888628510e90-Abstract-Conference.html,https://doi.org/10.52202/075280-0377,NeurIPS proceedings and DOI records,1.000,2026-07-17 |
| ale-0110,2303.17651,Self-Refine: Iterative Refinement with Self-Feedback,Self-Refine: Iterative Refinement with Self-Feedback,2023,published,Self-Refine: Iterative Refinement with Self-Feedback,2023,2023,Advances in Neural Information Processing Systems 36 (NeurIPS),Neural Information Processing Systems Foundation,,https://proceedings.neurips.cc/paper_files/paper/2023/hash/91edff07232fb1b55a505a9e9f6c0ff3-Abstract-Conference.html,https://proceedings.neurips.cc/paper_files/paper/2023/hash/91edff07232fb1b55a505a9e9f6c0ff3-Abstract-Conference.html,NeurIPS proceedings record,1.000,2026-07-17 |
| ale-0111,2305.11738,CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing,CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing,2024,published,CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing,2024,2024,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2024/hash/fef126561bbf9d4467dbb8d27334b8fe-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2024/hash/fef126561bbf9d4467dbb8d27334b8fe-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0112,2305.10601,Tree of Thoughts,Tree of Thoughts: Deliberate Problem Solving with Large Language Models,2023,published,Tree of Thoughts: Deliberate Problem Solving with Large Language Models,2023,2023,Advances in Neural Information Processing Systems 36 (NeurIPS),Neural Information Processing Systems Foundation,,https://proceedings.neurips.cc/paper_files/paper/2023/hash/271db9922b8d1f4dd7aaef84ed5ac703-Abstract.html,https://proceedings.neurips.cc/paper_files/paper/2023/hash/271db9922b8d1f4dd7aaef84ed5ac703-Abstract.html,NeurIPS proceedings record,1.000,2026-07-17 |
| ale-0113,2308.09687,Graph of Thoughts,Graph of Thoughts: Solving Elaborate Problems with Large Language Models,2024,published,Graph of Thoughts: Solving Elaborate Problems with Large Language Models,2024-03-24,2024,Proceedings of the AAAI Conference on Artificial Intelligence 38 (AAAI),Association for the Advancement of Artificial Intelligence (AAAI),10.1609/aaai.v38i16.29720,https://ojs.aaai.org/index.php/AAAI/article/view/29720,https://doi.org/10.1609/aaai.v38i16.29720,AAAI proceedings and DOI records,1.000,2026-07-17 |
| ale-0114,2310.04406,Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models,Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models,2024,published,Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models,2024,2024,Proceedings of the 41st International Conference on Machine Learning (ICML),PMLR,,https://proceedings.mlr.press/v235/zhou24r.html,https://proceedings.mlr.press/v235/zhou24r.html,PMLR proceedings record,1.000,2026-07-17 |
| ale-0115,2305.16291,Voyager: An Open-Ended Embodied Agent with Large Language Models,Voyager: An Open-Ended Embodied Agent with Large Language Models,2024,published,Voyager: An Open-Ended Embodied Agent with Large Language Models,2024,2024,Transactions on Machine Learning Research (TMLR),OpenReview,,https://openreview.net/forum?id=ehfRiF0R3a,https://openreview.net/forum?id=ehfRiF0R3a,TMLR OpenReview record,1.000,2026-07-17 |
| ale-0116,2304.03442,Generative Agents: Interactive Simulacra of Human Behavior,Generative Agents: Interactive Simulacra of Human Behavior,2023,published,Generative Agents: Interactive Simulacra of Human Behavior,2023-10-29,2023,Proceedings of the 36th ACM Symposium on User Interface Software and Technology (UIST),Association for Computing Machinery,10.1145/3586183.3606763,https://doi.org/10.1145/3586183.3606763,https://doi.org/10.1145/3586183.3606763,ACM DOI record,1.000,2026-07-17 |
| ale-0117,2503.14499,Measuring AI Ability to Complete Long Software Tasks,Measuring AI Ability to Complete Long Software Tasks,2025,published,Measuring AI Ability to Complete Long Software Tasks,2025,2025,Advances in Neural Information Processing Systems 38 (NeurIPS),Neural Information Processing Systems Foundation,,https://proceedings.neurips.cc/paper_files/paper/2025/hash/85069585133c4c168c865e65d72e9775-Abstract-Conference.html,https://proceedings.neurips.cc/paper_files/paper/2025/hash/85069585133c4c168c865e65d72e9775-Abstract-Conference.html,NeurIPS proceedings record,1.000,2026-07-17 |
| ale-0119,2512.21354,Reflection-Driven Control for Trustworthy Code Agents,Reflection-Driven Control for Trustworthy Code Agents,2026,published,Reflection-Driven Control for Trustworthy Code Agents,2026,2026,AAAI Workshop on Trust and Control in Agentic AI (TrustAgent),Association for the Advancement of Artificial Intelligence (AAAI),,https://openreview.net/forum?id=vUtz66IHD1,https://openreview.net/forum?id=vUtz66IHD1,AAAI workshop OpenReview record,1.000,2026-07-17 |
| ale-0120,2603.19461,Hyperagents,Hyperagents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0121,2512.03549,PARC: An Autonomous Self-Reflective Coding Agent for Robust Execution of Long-Horizon Tasks,PARC: An Autonomous Self-Reflective Coding Agent for Robust Execution of Long-Horizon Tasks,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0122,2603.17104,When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents,When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0124,2607.00038,Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting,Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0125,2606.20683,From Question Answering to Task Completion: A Survey on Agent System and Harness Design,From Question Answering to Task Completion: A Survey on Agent System and Harness Design,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0126,2605.22794,MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems,MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0128,2607.05297,MetaSkill-Evolve: Recursive Self-Improvement via Two-Timescale Meta-Skill Evolution,MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0129,2607.03451,SkillOpt-Lite: Better and Faster Agent Self-Evolution via One Line of Vibe,SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0130,2607.07663,Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops,Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0131,2607.07321,From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents,From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0132,2607.08124,TTHE: Test-Time Harness Evolution,TTHE: Test-Time Harness Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0133,2607.07820,DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment,DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0134,2607.07593,What Makes a Good Bug Report for an AI Agent?,What Makes a Good Bug Report for an AI Agent?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0135,2607.08252,AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution,AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0136,2607.07397,Agentic Data Environments,Agentic Data Environments,2026,published,Agentic Data Environments,2026-03,2026,IEEE Data Engineering Bulletin 50(1),IEEE,,http://sites.computer.org/debull/A26mar/A26MAR-CD.pdf#page=7,http://sites.computer.org/debull/A26mar/A26MAR-CD.pdf#page=7,IEEE Data Engineering Bulletin record,1.000,2026-07-17 |
| ale-0137,2607.08938,"Better Harnesses, Smaller Models: Building 90% Cheaper Agents via Automated Harness Adaptation","Better Harnesses, Smaller Models: Building 90% Cheaper Agents via Automated Harness Adaptation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0138,2607.09065,Inside the Skill Market: From Software Engineering Activities to Reusable Agent Skills,Inside the Skill Market: From Software Engineering Activities to Reusable Agent Skills,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0140,2607.11346,"Compile, Then Page: Executable SOP Programs and a Capability-Gated Runtime","Compile, Then Page: Executable SOP Programs and a Capability-Gated Runtime for Procedural LLM Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0141,2607.11288,Mako: A Self-Evolving Agentic Operating System for Autonomous Web Exploitation,Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0142,2607.10856,How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study,How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0143,2607.10113,Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries,Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries,2026,accepted,Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries,2026,2026,Transactions on Machine Learning Research (TMLR),OpenReview,,https://openreview.net/forum?id=cjU3YbcRr8,https://openreview.net/forum?id=cjU3YbcRr8,Current arXiv acceptance note and OpenReview record,1.000,2026-07-17 |
| ale-0144,2605.27276,SIA: Self Improving AI with Harness and Weight Updates,SIA: Self Improving AI with Harness & Weight Updates,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0149,2607.13104,Self-Improvements in Modern Agentic Systems: A Survey,Self-Improvements in Modern Agentic Systems: A Survey,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0163,2607.13683,Self-Evolving Agent Harnesses via Gated Semantic Quality-Diversity,HarnessBank: Semantic Gene-Bank Search with Gated Verification for Agent-Harness Self-Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0151,2607.12301,XScientist: A Git-Like Research Protocol for Long-Running Autonomous Scientific Discovery,XScientist: A Git-Like Research Protocol for Long-Running Autonomous Scientific Discovery,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0154,2607.19592,Knowledge-Centric Self-Improvement,Knowledge-Centric Self-Improvement,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-23 |
| ale-0159,2607.21557,OpenForgeRL: Train Harness-native Agents in Any Environment,OpenForgeRL: Train Harness-native Agents in Any Environment,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0160,2607.21461,AREX: Towards a Recursively Self-Improving Agent for Deep Research,AREX: Towards a Recursively Self-Improving Agent for Deep Research,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0161,2607.20999,Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills,Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0162,2607.21051,Sample-Efficient Learning from Agent Experience,Sample-Efficient Learning from Agent Experience,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0163,2607.21419,PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning,PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0166,2607.20668,From Agent Failures to Text Policies: What Works and What Breaks,From Agent Failures to Text Policies: What Works and What Breaks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0171,2607.22520,The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents,The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0172,2607.22157,Learning on the Job: Continual Learning from Deployment Feedback for Frozen-Weights Agents,Learning on the Job: Continual Learning from Deployment Feedback for Frozen-Weights Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0173,2607.22529,Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills,Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0174,2607.21971,Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning,Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0175,2607.24459,From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis,From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0176,2607.24162,Agent-UCT: Upper Confidence Bounds Applied to Trees for Agentic Workflow Optimization with Cost-Awareness,Agent-UCT: Upper Confidence Bounds Applied to Trees for Agentic Workflow Optimization with Cost-Awareness,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0177,2607.24720,The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation,The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0178,2607.25408,Context Assembly as the Controlled Variable: A Control-Theoretic View of Harness Policies for Frozen LLM Agents,Context Assembly as the Controlled Variable: A Control-Theoretic View of Harness Policies for Frozen LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0179,2607.25076,Towards an Agent Operating System - Lessons from Classical and Cloud OS,Towards an Agent Operating System - Lessons from Classical and Cloud OS,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0182,2607.28568,Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering,Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0183,2607.27687,Rehearse: Stepping Back from the Confidence Cliff in Self-Improving Autoresearch,Rehearse: Stepping Back from the Confidence Cliff in Self-Improving Autoresearch,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0184,2607.27652,Harness-G: A Graph-Structured Harness for Search Agents,Harness-G: A Graph-Structured Harness for Search Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
| ale-0150,2502.05171,Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach,Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach,2025,published,Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach,2025,2025,Advances in Neural Information Processing Systems 38 (NeurIPS 2025),Neural Information Processing Systems Foundation,,https://openreview.net/forum?id=D6o6Bwtq7h,https://openreview.net/forum?id=D6o6Bwtq7h,OpenReview conference record,1.000,2026-07-20 |
| ale-0151,2507.10524,Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation,Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation,2025,published,Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation,2025,2025,Advances in Neural Information Processing Systems 38 (NeurIPS 2025),Neural Information Processing Systems Foundation,,https://openreview.net/forum?id=QuqsEIVWIG,https://openreview.net/forum?id=QuqsEIVWIG,OpenReview conference record,1.000,2026-07-20 |
| ale-0152,2510.25741,Scaling Latent Reasoning via Looped Language Models,Scaling Latent Reasoning via Looped Language Models,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0157,2606.18206,Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers,Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers,2026,published,Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers,2026,2026,"Proceedings of the 43rd International Conference on Machine Learning (ICML), PMLR 306",PMLR,,https://openreview.net/pdf/51350b6e425ed0500ac9eb9cec78ba15d9f5d1ba.pdf,https://openreview.net/pdf/51350b6e425ed0500ac9eb9cec78ba15d9f5d1ba.pdf,PMLR camera-ready record,1.000,2026-07-20 |
| ale-0158,2607.16051,Loop the Loopies!,Loop the Loopies!,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0159,2606.04438,LoopMoE: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling,LoopMoE: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0160,2605.09165,Sparse Layers are Critical to Scaling Looped Language Models,Sparse Layers are Critical to Scaling Looped Language Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0161,2604.11791,A Mechanistic Analysis of Looped Reasoning Language Models,A Mechanistic Analysis of Looped Reasoning Language Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0158,2602.11698,SpiralFormer: Looped Transformers Can Learn Hierarchical Dependencies via Multi-Resolution Recursion,SpiralFormer: Looped Transformers Can Learn Hierarchical Dependencies via Multi-Resolution Recursion,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0159,2605.23872,Training-Free Looped Transformers,Training-Free Looped Transformers,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0160,2604.07822,"Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers","Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0161,2607.13491,DeepLoop: Depth Scaling for Looped Transformers,DeepLoop: Depth Scaling for Looped Transformers,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0162,2604.21106,How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models,How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0164,2606.18208,Looped World Models,Looped World Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0165,2606.31779,Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers,Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0166,2605.16048,Looped SSMs: Depth-Recurrence and Input Reshaping for Time Series Classification,Looped SSMs: Depth-Recurrence and Input Reshaping for Time Series Classification,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0167,2605.26106,Looped Diffusion Language Models,Looped Diffusion Language Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0209,2607.26760,Metis: Memory Foundation Model,Metis: Memory Foundation Model,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0214,2607.27919,"Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory","Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
| ale-0154,2605.18747,Code as Agent Harness,Code as Agent Harness,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0155,2605.20456,Agentic Agile-V: From Vibe Coding to Verified Engineering,Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0156,2509.06216,Agentic Software Engineering: Foundational Pillars and a Research Roadmap,Agentic Software Engineering: Foundational Pillars and a Research Roadmap,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0163,2607.13285,"Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable","Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0164,2607.14159,MemoHarness: Agent Harnesses That Learn from Experience,MemoHarness: Agent Harnesses That Learn from Experience,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0194,2607.15524,Recursive Harness Self-Improvement,Recursive Harness Self-Improvement,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0195,2607.15557,SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents,SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0196,2607.15715,Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents,Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0197,2607.15684,Understanding Agent-Reactive Bugs at the Model-Harness Boundary: An Empirical Study of LLM Agent Issue Reports,Understanding Agent-Reactive Bugs at the Model-Harness Boundary: An Empirical Study of LLM Agent Issue Reports,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0198,2607.16038,"SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery","SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0221,2607.20709,NVIDIA-labs OO Agents: Native Python Object-Oriented Agents,NVIDIA-labs OO Agents: Native Python Object-Oriented Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0241,2607.26598,Living-Harness Is an Interactive-Agent Evolver,Living-Harness Is an Interactive-Agent Evolver,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0242,2607.25825,CHILL-Harness: Counterfactual Harness Learning for Efficient Reasoning in Long-Horizon Agents,CHILL-Harness: Counterfactual Harness Learning for Efficient Reasoning in Long-Horizon Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0243,2607.25415,"A Control System, a Dataset, and a Recipe for Making Frozen LLM Agents Learn a Domain","A Control System, a Dataset, and a Recipe for Making Frozen LLM Agents Learn a Domain",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0244,2607.27083,Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents,Scores Are Not Decisions: Cost-Aware Stopping for Tool Acquisition in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0247,2607.27309,SIGIL: Compiling Agent Skills into Typed Harnesses,SIGIL: Compiling Agent Skills into Typed Harnesses,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-01 |
| ale-0250,2607.29241,RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems,RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0252,2607.26722,DREvo: Distilling Recalibrated Historical Experience for Harness Self-Evolution,DREvo: Distilling Recalibrated Historical Experience for Harness Self-Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0253,2607.27360,SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis,SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0166,2405.15793,SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering,SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering,2024,published,SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering,2024,2024,Advances in Neural Information Processing Systems 37 (NeurIPS),Neural Information Processing Systems Foundation,10.52202/079017-1601,https://proceedings.neurips.cc/paper_files/paper/2024/hash/5a7c947568c1b1328ccc5230172e1e7c-Abstract-Conference.html,https://doi.org/10.52202/079017-1601,NeurIPS proceedings and DOI records,1.000,2026-07-17 |
| ale-0169,2407.16741,OpenHands: An Open Platform for AI Software Developers as Generalist Agents,OpenHands: An Open Platform for AI Software Developers as Generalist Agents,2025,published,OpenHands: An Open Platform for AI Software Developers as Generalist Agents,2025,2025,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2025/hash/a4b6ad6b48850c0c331d1259fc66a69c-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2025/hash/a4b6ad6b48850c0c331d1259fc66a69c-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0171,2407.01489,Agentless: Demystifying LLM-based Software Engineering Agents,Agentless: Demystifying LLM-based Software Engineering Agents,2024,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0173,2404.05427,AutoCodeRover: Autonomous Program Improvement,AutoCodeRover: Autonomous Program Improvement,2024,published,AutoCodeRover: Autonomous Program Improvement,2024-09-11,2024,Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA),Association for Computing Machinery,10.1145/3650212.3680384,https://doi.org/10.1145/3650212.3680384,https://doi.org/10.1145/3650212.3680384,ACM DOI record,1.000,2026-07-17 |
| ale-0175,2602.06875,TraceCoder: A Trace-Driven Multi-Agent Framework for Automated Debugging of LLM-Generated Code,TraceCoder: A Trace-Driven Multi-Agent Framework for Automated Debugging of LLM-Generated Code,2026,published,TraceCoder: A Trace-Driven Multi-Agent Framework for Automated Debugging of LLM-Generated Code,2026-04-12,2026,Proceedings of the 48th IEEE/ACM International Conference on Software Engineering (ICSE),Association for Computing Machinery,10.1145/3744916.3773187,https://conf.researchr.org/details/icse-2026/icse-2026-research-track/145/TraceCoder-A-Trace-Driven-Multi-Agent-Framework-for-Automated-Debugging-of-LLM-Gener,https://openreview.net/pdf?id=rFK25zcYP1,ICSE program and camera-ready records,1.000,2026-07-17 |
| ale-0176,2603.25697,The Kitchen Loop: User-Spec-Driven Development for a Self-Evolving Codebase,The Kitchen Loop: User-Spec-Driven Development for a Self-Evolving Codebase,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0177,2604.03515,Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures,Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0178,2504.15228,A Self-Improving Coding Agent,A Self-Improving Coding Agent,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0223,2607.03691,Don't Blame the Large Language Model: How Scaffolding Evolution Shapes Coding Agent Quality,Don't Blame the Large Language Model: How Agent Harness Evolution Shapes Coding Agent Quality,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0180,2607.11423,"ToFu: A White-Box, Token-Efficient Agent Harness for Researchers","ToFu: A White-Box, Token-Efficient Agent Harness for Researchers",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0181,2607.10569,When Does Restricting a Coding Agent to execute_code Help?,When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation,2026,accepted,When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation,2026,2026,KDD Workshop on Agentic Software Engineering (SE 3.0),ACM SIGKDD,,https://arxiv.org/abs/2607.10569,https://agent-se.github.io/,Current arXiv acceptance note and official non-archival workshop page,1.000,2026-07-17 |
| ale-0216,2607.15854,Agentic Synthesis against Counterexample-Supplemented Sketches,Agentic Synthesis against Counterexample-Supplemented Sketches,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0217,2607.15769,Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration,Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0224,2607.13091,Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework,Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework,2026,accepted,Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework,2026-06-22,2026,32nd IEEE International Conference on Engineering Technology and Innovation (ICE/ITMC),IEEE,,https://arxiv.org/abs/2607.13091,https://ice-conference.org/,Current arXiv acceptance note and official conference page,1.000,2026-07-17 |
| ale-0306,2607.21832,How Do AI Coding Agents Contribute to Software Development? An Empirical Study of Agentic Pull Requests,How Do AI Coding Agents Contribute to Software Development? an Empirical Study of Agentic Pull Requests,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0315,2607.22917,"Agent Team Work Zone: An Automated, Persistent Workspace for Long-Lived Coding Agent Teams","Agent Team Work Zone: An Automated, Persistent Workspace for Long-Lived Claude Code Agent Teams",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0308,2607.21909,Claim Plane: Enforceable Change Intents and Dynamic Scope for Parallel Coding Agents,Claim Plane: Enforceable Change Intents and Dynamic Scope for Parallel Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0309,2607.23670,Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents,Plans Work in Mysterious Ways: Evaluating a Plan Mode for Spreadsheet Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0310,2607.23588,JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents,JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0319,2607.26591,MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs,MultiFixer: A Coordinator-Proposer Based Multi-Agent Framework For Fixing Multi-Hunk Bugs,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0238,2604.25850,Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses,Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0239,2603.28052,Meta-Harness: End-to-End Optimization of Model Harnesses,Meta-Harness: End-to-End Optimization of Model Harnesses,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0241,2607.03935,"Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions","Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0261,2511.17330,Agentic Verification of Software Systems,Agentic Verification of Software Systems,2026,published,Agentic Verification of Software Systems,2026-06-30,2026,Proceedings of the ACM on Software Engineering 3 (FSE),Association for Computing Machinery,10.1145/3808164,https://doi.org/10.1145/3808164,https://doi.org/10.1145/3808164,ACM DOI record,1.000,2026-07-17 |
| ale-0262,2603.18096,"A Trace-Based Assurance Framework for Agentic AI Orchestration: Contracts, Testing, and Governance","A Trace-Based Assurance Framework for Agentic AI Orchestration: Contracts, Testing, and Governance",2026,published,"A Trace-Based Assurance Framework for Agentic AI Orchestration: Contracts, Testing, and Governance",2026,2026,Proceedings of the 21st International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE),SCITEPRESS,10.5220/0014840300004015,https://doi.org/10.5220/0014840300004015,https://doi.org/10.5220/0014840300004015,SCITEPRESS DOI record,1.000,2026-07-17 |
| ale-0263,2607.00871,Self-Evolving Agents with Anytime-Valid Certificates,Self-Evolving Agents with Anytime-Valid Certificates,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0264,2606.27409,Delayed Verification Destabilizes Multi-Agent LLM Belief,Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0265,2606.06523,Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory,Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0266,2606.10241,"Regimes: An Auditable, Held-Out-Gated Improvement Loop","Regimes: An Auditable, Held-Out-Gated Improvement Loop Demonstrated on LongMemEval with ActiveGraph",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0267,2605.22608,Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents,Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents,2026,published,Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents,2026,2026,Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL),Association for Computational Linguistics,10.18653/v1/2026.acl-demo.74,https://aclanthology.org/2026.acl-demo.74/,https://doi.org/10.18653/v1/2026.acl-demo.74,ACL Anthology and DOI records,1.000,2026-07-17 |
| ale-0268,2607.02882,Diagnosis-Driven Automatic Repair for Agentic Workflow via Symbolic Inference,Diagnosis-Driven Automatic Repair for Agentic Workflow via Symbolic Inference,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0269,2607.01874,SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use,SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0270,2607.00990,SWE-Doctor: Guiding Software Engineering Agents with Runtime Diagnosis from Bug Reproduction Tests,SWE-Doctor: Guiding Software Engineering Agents with Runtime Diagnosis from Multi-Faceted Bug Reproduction Tests,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0271,2607.06273,AgentTether: Graph-Guided Diagnosis and Runtime Intervention for Reliable LLM Agent Operation,AgentTether: Graph-Guided Diagnosis and Runtime Intervention for Reliable LLM Agent Operation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0272,2607.06065,SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review,SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0273,2607.07405,"Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode","Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0274,2607.06341,Harnessing Code Agents for Automatic Software Verification,Harnessing Code Agents for Automatic Software Verification,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0275,2607.05391,LLM-as-a-Verifier: A General-Purpose Verification Framework,LLM-as-a-Verifier: A General-Purpose Verification Framework,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0276,2607.08028,From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents,From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0277,2607.07702,From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization,From Noisy Traces to Root Causes: Structural Trajectory Analysis and Causal Extraction for Agent Optimization,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0278,2607.07989,Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems,Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems,2026,accepted,Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems,2026,2026,Conference on Language Modeling (COLM),Conference on Language Modeling,,https://arxiv.org/abs/2607.07989,https://colmweb.org/AcceptedPapers.html,Official COLM accepted-papers list and current arXiv note,1.000,2026-07-17 |
| ale-0279,2607.07980,3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse,3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0280,2607.08066,Persuasion Attacks Can Decrease Effectiveness of CoT Monitoring,Persuasion Attacks Can Decrease Effectiveness of CoT Monitoring,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0281,2607.07379,Physics-Audited Agentic Discovery in Scientific Machine Learning,Physics-Audited Agentic Discovery in Scientific Machine Learning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0282,2607.07882,Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair,Bug Report Specification Refinement with Trajectory Guidance for Automated Program Repair,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0283,2607.09510,Failure as a Process: An Anatomy of CLI Coding Agent Trajectories,Failure as a Process: An Anatomy of CLI Coding Agent Trajectories,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0284,2607.09072,Agentic Proof and Property-Based Testing via Property-Templates,Agentic Proof and Property-Based Testing via Property-Templates in Data-Intensive Computing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0285,2607.11098,AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP,AgentCheck: A Reproduce-Intervene-Mitigate Workbench for LLM Agents over MCP,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0286,2607.05188,Latent Programming Horizons in Coding Agents,Latent Programming Horizons in Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0288,2607.14167,Structured Feedback Improves Repair in an LLM Agent Loop,Structured Feedback Improves Repair in an LLM Agent Loop,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0289,2607.14336,Copy-on-Write Scoring: Application-Specific Agent Evaluations,Copy-on-Write Scoring: Application-Specific Agent Evaluations,2026,accepted,Copy-on-Write Scoring: Application-Specific Agent Evaluations,2026,2026,ICML Workshop on Agents in the Wild: Safety Security and Beyond,International Conference on Machine Learning,,https://arxiv.org/abs/2607.14336,https://agentwild-workshop.github.io/icml2026/,Current arXiv acceptance note and official workshop page,1.000,2026-07-17 |
| ale-0290,2607.14340,The Prover Is the Judge: Verified Security Software from AI Coding Agents in Ada/SPARK,The Prover Is the Judge: Verified Security Software from AI Coding Agents in Ada/SPARK,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0328,2607.15718,Verified LLM-Driven Synthesis for Concept Design,Verified LLM-Driven Synthesis for Concept Design,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0329,2607.15620,AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots,AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0293,2603.02798,GLEAN: Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification,Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0347,2607.12790,Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents,Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0348,2607.02599,"AgentLTL: A Trace-Verification Framework for Measuring, Enforcing, and Training Procedural Compliance in Tool-Using LLM Agents","AgentLTL: A Trace-Verification Framework for Measuring, Enforcing, and Training Procedural Compliance in Tool-Using LLM Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0349,2607.06503,Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade,Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0350,2607.17044,"Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent","Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0351,2607.18057,Test Coverage Analysis of Agentic Pull Requests,Test Coverage Analysis of Agentic Pull Requests,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0352,2607.18161,TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization,TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0353,2607.16740,"Agentic Code Review in the Terminal: A Trajectory-Level Analysis of Behavior, Cost, and Human-Alignment","Agentic Code Review in the Terminal: A Trajectory-Level Analysis of Behavior, Cost, and Human-Alignment",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0357,2607.12397,Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents,Critic Experience Bank: Self-Evolving Step-Level Confidence Estimation for LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0358,2607.12747,Tracing Agentic Failure from the Flow of Success,Tracing Agentic Failure from the Flow of Success,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0359,2607.12068,Beyond Test Presence: Assessing the Quality and Robustness of Agent-Generated Tests,Beyond Test Presence: Assessing the Quality and Robustness of Agent-Generated Tests in Open-Source Projects,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0374,2607.20950,Best-of-Evidence: Best-of-N Selection under Partial Verification,Best-of-Evidence: Best-of-N Selection under Partial Verification,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0375,2607.21495,Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry,Toward Continuous Assurance for the Democratization of AI Agent Creation in Industry,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0381,2607.21268,pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development,pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0400,2607.24604,Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair,Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0401,2607.24300,Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents,Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0402,2607.24167,Falsifiable Commitment Planning for Self-Correcting Web Agents,Falsifiable Commitment Planning for Self-Correcting Web Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0403,2607.23002,Adversarial Test-Hardening for AI-Written Code: An Instrument Autopsy and a Pre-Registered Causal Estimate of the Critic Loop,Adversarial Test-Hardening for AI-Written Code: An Instrument Autopsy and a Pre-Registered Causal Estimate of the Critic Loop,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0404,2607.24343,Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls,Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0405,2607.23802,From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement,From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0406,2607.23806,"A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever","A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0417,2607.26777,CodeSpec: Dual Executable Specifications for Agentic Long-Horizon Feature Development,CodeSpec: Dual Executable Specifications for Agentic Long-Horizon Feature Development,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0418,2607.27167,SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch,SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0419,2607.26313,"SARC-DQ: Runtime Data-Quality Gating for Agentic AI: Silent Evidence Defects, the Incompetence Shield, and Downstream-Only Remediation","SARC-DQ: Runtime Data-Quality Gating for Agentic AI: Silent Evidence Defects, the Incompetence Shield, and Downstream-Only Remediation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0420,2607.26836,Before Agents Speak: Pre-hoc Failure Risk Inference in Multi-Agent Systems,Before Agents Speak: Pre-hoc Failure Risk Inference in Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0421,2607.25566,ARCHER: Agentic Rule and Compliance Harness for Executable Regulations,ARCHER: Agentic Rule and Compliance Harness for Executable Regulations,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0422,2607.25637,"F(AI)2R: Who Did What, and Who Checked? Verifiable AI Provenance as an Executable Skill","F(AI)2R: Who Did What, and Who Checked? Verifiable AI Provenance as an Executable Skill",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0435,2607.28871,Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug?,Validation Evidence in LLM Repair Agents: How Much of What Passes Actually Tests the Bug?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0436,2607.28815,Preventing Premature Commitment in Coding Agents with an Evidence-Conditioned Execution Layer,Preventing Premature Commitment in Coding Agents with an Evidence-Conditioned Execution Layer,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0440,2606.22864,When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents,When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0441,2607.27733,VeriSkill: A Self-Evolution Framework for Program Verification Skills,VeriSkill: A Self-Evolution Framework for Program Verification Skills,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0442,2607.28374,LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger,LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0443,2607.27443,Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems,Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0444,2607.28609,OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models,OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0445,2607.28271,Agentic Method for Deterministic Validation of Legacy Code Migration,Agentic Method for Deterministic Validation of Legacy Code Migration,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0446,2607.27849,"Safety-Gated Agentic Supervisory Control on a Coupled Distillation Benchmark: Regime Map, Auditable Gate, and Co-Design Findings","Safety-Gated Agentic Supervisory Control on a Coupled Distillation Benchmark: Regime Map, Auditable Gate, and Co-Design Findings",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0300,2607.05189,When Claws Remember but Do Not Tell: Stealthy Memory Injection in Persistent Personal Agents,When Claws Remember but Do Not Tell: Stealthy Memory Injection in Persistent Personal Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0301,2607.05029,Your Agent's Memories Are Not Its Own: Forged Reasoning Attacks on LLM Agent Memory and Defenses,Your Agent's Memories Are Not Its Own: Forged Reasoning Attacks on LLM Agent Memory and Defenses,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0302,2607.02514,Distributed Attacks in Persistent-State AI Control,Distributed Attacks in Persistent-State AI Control,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0303,2607.01919,ElephantAgent: Contextual State Continuity in Agentic Systems,ElephantAgent: Contextual State Continuity in Agentic Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0305,2607.05743,The Balkanization of Execution-Security Research for AI Coding Agents,"The Balkanization of Execution-Security Research for AI Coding Agents: Isolation, Access Control, and Time-of-Check-to-Time-of-Use Vulnerabilities",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0306,2607.06000,Context-to-Execution Integrity for LLM Agents,Context-to-Execution Integrity for LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0307,2607.06595,When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents,When Agents Remember Too Much: Memory Poisoning Attacks on Large Language Model Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0308,2607.08395,Token-Flow Firewall: Semantic Runtime Auditing for Persistent AI Agents,Token-Flow Firewall: Semantic Runtime Auditing for Persistent AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0309,2607.08147,Prismata: Confining Cross-Site Prompt Injection in Web Agents,Prismata: Confining Cross-Site Prompt Injection in Web Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0310,2607.08400,TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories,TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0311,2607.07474,Beyond Attack-Success Rate: Action-Graded Severity Scale for Tool-Using AI Agents,Beyond Attack-Success Rate: Action-Graded Severity Scale for Tool-Using AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0312,2607.07433,Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks via Universal and Transferable Adversarial HalluSquatting,Beware of Agentic Botnets: Scalable Untargeted Promptware Attacks via Universal and Transferable Adversarial HalluSquatting,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0314,2607.07774,ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents,ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0315,2607.07368,Multi-Agent AI Control: Distributed Attacks Hamper Per-Instance Monitors,Multi-Agent AI Control: Distributed Attacks Hamper Per-Instance Monitors,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0316,2607.07461,Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions,Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0321,2607.11086,Rethinking MCP Security: A Large-Scale Study of Runtime MCP Servers and Scanner Reliability,Rethinking MCP Security: A Large-Scale Study of Runtime MCP Servers and Security Scanner Reliability,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0322,2607.11698,Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming,Agent Hacks Agent: Autoresearch for Production-Agent Red-Teaming,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0323,2607.10487,"Temporary Authority, Permanent Effects: Commit-Time Authorization for LLM Agents","Temporary Authority, Permanent Effects: Commit-Time Authorization for LLM Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0324,2607.10455,ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm,ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm,2026,accepted,ANCHOR: Automated Alignment Auditing for CLI Agents on Real-World Harm,2026-04-30,2026,Proceedings of the 43rd International Conference on Machine Learning (ICML),PMLR,,https://openreview.net/forum?id=YqTodSrPPB,https://openreview.net/forum?id=YqTodSrPPB,ICML OpenReview record,1.000,2026-07-17 |
| ale-0327,2607.13594,SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing,SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0328,2607.13716,CAVA: Canonical Action Verification and Attestation for Runtime Governance of Agentic AI Systems,CAVA: Canonical Action Verification and Attestation for Runtime Governance of Agentic AI Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0329,2607.13718,"How Agents Ask for Permission: User Permissions for AI Agents, from Interfaces to Enforcement","How Agents Ask for Permission: User Permissions for AI Agents, from Interfaces to Enforcement",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0330,2607.14166,Stop Means Stop: Measuring and Repairing the Enforcement Gap in Agent-Framework Control Primitives,Stop Means Stop: Measuring and Repairing the Enforcement Gap in Agent-Framework Control Primitives,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0331,2607.14611,Bad Memory: Evaluating Prompt Injection Risks from Memory in Agentic Systems,Bad Memory: Evaluating Prompt Injection Risks from Memory in Agentic Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0332,2607.15143,"Setup Complete, Now You Are Compromised: Weaponizing Setup Instructions Against AI Coding Agents","Setup Complete, Now You Are Compromised: Weaponizing Setup Instructions Against AI Coding Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0374,2607.15550,SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction,SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0375,2607.15657,Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents,Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0376,2607.15589,MemoGuard: An Adaptive Runtime for Guarding Against Memory Traps in Communication-Limited Robot Navigation,MemoGuard: An Adaptive Runtime for Guarding Against Memory Traps in Communication-Limited Robot Navigation,2026,accepted,MemoGuard: An Adaptive Runtime for Guarding Against Memory Traps in Communication-Limited Robot Navigation,2026,2026,IEEE/ACM ESWEEK (CODES) 2026,IEEE/ACM,,https://arxiv.org/abs/2607.15589,https://arxiv.org/abs/2607.15589,Current arXiv acceptance note,1.000,2026-07-20 |
| ale-0406,2607.19267,They'll Verify. They Just Won't Act. How Authority Framing and Laundered Code Turn a Trusted Agentic CI/CD Pipeline Into an Attack Surface,They'll Verify. They Just Won't Act. How Authority Framing and Laundered Code Turn a Trusted Agentic CI/CD Pipeline Into an Attack Surface,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0407,2607.17986,Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?,Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0408,2607.18063,"Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security","Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0409,2607.18847,Data Leakage Prevention in Agentic Applications via Preemptive Hardening,Data Leakage Prevention in Agentic Applications via Preemptive Hardening,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0410,2607.15434,Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation,Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0411,2607.05120,Agent Data Injection Attacks are Realistic Threats to AI Agents,Agent Data Injection Attacks are Realistic Threats to AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0413,2607.13987,"Agent Skill Security: Threat Models, Attacks, Defenses, and Evaluation","Agent Skill Security: Threat Models, Attacks, Defenses, and Evaluation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0414,2607.12406,Isolation as a First-Class Principle for LLM-Agent System Safety,"Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0415,2607.12624,PVDetector: Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents,PVDetector: Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents through Policy-Violation Concept Analysis,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0416,2607.12428,Trust but Verify? Uncovering the Security Debt of Autonomous Coding Agents,Trust but Verify? Uncovering the Security Debt of Autonomous Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0423,2607.19913,JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety,JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-23 |
| ale-0424,2607.19837,Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents,Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-23 |
| ale-0425,2607.19433,The Chronos Vulnerability: Temporal Persistence and Memory-Based Deception in Agentic AI,The Chronos Vulnerability: A Taxonomy of Temporal Persistence and Memory-Based Deception in Agentic AI,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-23 |
| ale-0439,2607.20759,IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests,IssueTrojanBench: Benchmarking AI Coding Agents Against Malicious Issue Requests,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0440,2607.20827,Auditing Provenance Sensitivity in LLM Agent Action Selection,Auditing Provenance Sensitivity in LLM Agent Action Selection,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0441,2607.21325,"Toward cryptographically verifiable authorization for autonomous AI agents: A security hypothesis, preliminary formal model, and proof-of-concept implementation","Toward cryptographically verifiable authorization for autonomous AI agents: A security hypothesis, preliminary formal model, and proof-of-concept implementation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0450,2607.20891,Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions,Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0451,2607.21518,"Same Dangerous Objective, Opposite Advice: Direct Exposure versus Multi-Agent Mediation","Same Dangerous Objective, Opposite Advice: Direct Exposure versus Multi-Agent Mediation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0482,2607.23999,ContainmentBench: Trace-Based Evaluation of Post-Injection Containment in Tool-Using LLM Agents,ContainmentBench: Trace-Based Evaluation of Post-Injection Containment in Tool-Using LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0483,2607.24625,Agentic Permissions Policy Algebra for Taint Confinement in LLM Agents,Agentic Permissions Policy Algebra for Taint Confinement in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0484,2607.22868,What Can Be Enforced? A Theory of Certified Runtime Safety for Tool-Using Agents,What Can Be Enforced? A Theory of Certified Runtime Safety for Tool-Using Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0485,2607.23586,Are You Still the Agent I Authorized? Earned Authority under a Fixed Ceiling for Evolving Agents,Are You Still the Agent I Authorized? Earned Authority under a Fixed Ceiling for Evolving Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0486,2607.23444,Isolated but Exposed: Persistence-Based Memory Extraction Attack on LLM Agents,Isolated but Exposed: Persistence-Based Memory Extraction Attack on LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0487,2607.22024,Agent Security Needs Redefinition through a Holistic Framework,Agent Security Needs Redefinition through a Holistic Framework,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0488,2607.23438,Separating Capability from Permission: A Governance Framework for Agentic AI Autonomy Levels,Separating Capability from Permission: A Governance Framework for Agentic AI Autonomy Levels,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0489,2607.22445,Dynamic Capability Scoping for Enterprise AI Agents: A Synthetic Dataset and Three-Source Permission Architecture,Dynamic Capability Scoping for Enterprise AI Agents: A Synthetic Dataset and Three-Source Permission Architecture,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0490,2607.23147,False Prophets: On the Security of World Models in Agentic Systems,False Prophets: On the Security of World Models in Agentic Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0491,2607.23916,Recursive Governance: A Graph-Theoretic Framework for Risk Propagation and Drift Detection in Agentic AI Systems,Recursive Governance: A Graph-Theoretic Framework for Risk Propagation and Drift Detection in Agentic AI Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0511,2607.25890,Distributing Security Controls Through Harness Engineering,Distributing Security Controls Through Harness Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0512,2607.27080,MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair,MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0513,2607.25619,SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents,SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0514,2607.25364,Explanation-Bound Tool Execution for AI Agents: Server-Verified Action Claims Without Trusting Model Rationales,Explanation-Bound Tool Execution for AI Agents: Server-Verified Action Claims Without Trusting Model Rationales,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0515,2607.25379,"Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response","Cyber-Capable AI Agents: Vulnerabilities, Evaluation Containment, and Defensive Response",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0516,2607.24893,Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study,Early Detection of Distributed Backdoors in Multi-Agent LLM Systems: A Characterization Study,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0524,2607.29167,Memory Provenance Laundering in LLM Agents: A Non-Amplification Firewall for Persistent Memory,Memory Provenance Laundering in LLM Agents: A Non-Amplification Firewall for Persistent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0543,2607.28147,Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems,Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0544,2604.27202,"Indirect Prompt Injection in the Wild: An Empirical Study of Prevalence, Techniques, and Objectives","Indirect Prompt Injection in the Wild: An Empirical Study of Prevalence, Techniques, and Objectives",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0545,2606.04329,From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents,From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0547,2607.27294,AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents,AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0548,2607.28103,MIND: Lightweight and Effective Memory Injection Defense for LLM Agents via Intent-Aware Information Bottleneck,MIND: Lightweight and Effective Memory Injection Defense for LLM Agents via Intent-Aware Information Bottleneck,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0549,2607.27636,HALO: Heterogeneous Admission through Localized Obligations for Safe Agentic Execution,HALO: Heterogeneous Admission through Localized Obligations for Safe Agentic Execution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0551,2607.26314,StealthBench: Measuring Operational Stealth in Autonomous Offensive-Security Agents,StealthBench: Measuring Operational Stealth in Autonomous Offensive-Security Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
| ale-0345,2601.12030,ARC: Active and Reflection-driven Context Management for Long-Horizon Agents,ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents,2026,published,ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents,2026,2026,Findings of the Association for Computational Linguistics: ACL,Association for Computational Linguistics,10.18653/v1/2026.findings-acl.930,https://aclanthology.org/2026.findings-acl.930/,https://doi.org/10.18653/v1/2026.findings-acl.930,ACL Anthology and DOI records,1.000,2026-07-17 |
| ale-0346,2603.07670,"Memory for Autonomous LLM Agents: Mechanisms, Evaluation, and Emerging Frontiers","Memory for Autonomous LLM Agents:Mechanisms, Evaluation, and Emerging Frontiers",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0347,2604.08224,"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0348,2601.21557,Meta Context Engineering via Agentic Skill Evolution,Meta Context Engineering via Agentic Skill Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0349,2606.24775,Are We Ready for an Agent-Native Memory System?,Are We Ready For An Agent-Native Memory System?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0350,2606.30639,Self-Evolving World Models for LLM Agent Planning,Self-Evolving World Models for LLM Agent Planning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0351,2606.04703,Rethinking Continual Experience Internalization for Self-Evolving LLM Agents,Rethinking Continual Experience Internalization for Self-Evolving LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0353,2607.00692,Self-GC: Self-Governing Context for Long-Horizon LLM Agents,Self-GC: Self-Governing Context for Long-Horizon LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0354,2607.05378,CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents,CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0355,2607.03726,SelfMem: Self-Optimizing Memory for AI Agents,SelfMem: Self-Optimizing Memory for AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0356,2607.04391,Memory-Orchestrated Semantic System (MOSS): An Auditable Agentic Memory Architecture,Memory-Orchestrated Semantic System (MOSS): An Auditable Agentic Memory Architecture,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0357,2605.21997,"The Log Is the Agent: Event-Sourced Reactive Graphs for Auditable, Forkable Agentic Systems","The Log is the Agent: Event-Sourced Reactive Graphs for Auditable, Forkable Agentic Systems",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0360,2607.05844,StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems,StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0361,2607.08716,Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents,Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0362,2607.08032,"What to Keep, What to Forget: A Rate-Distortion View of Memory Compaction","What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0363,2607.07666,A Hierarchical Memory Architecture Overcomes Context Limits in Long-Horizon Multi-Agent Modeling,A hierarchical memory architecture overcomes context limits in long-horizon multi-agent computational modeling,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0364,2607.07676,SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents,SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0367,2607.08319,GitLake: Git-for-data for the agentic lakehouse,GitLake: Git-for-data for the agentic lakehouse,2026,accepted,GitLake: Git-for-data for the agentic lakehouse,2026,2026,DASHSys Workshop at the International Conference on Very Large Data Bases (VLDB),VLDB Endowment,,https://arxiv.org/abs/2607.08319,https://dashsys-workshop-vldb.github.io/,Current arXiv acceptance note and official workshop page,1.000,2026-07-17 |
| ale-0368,2607.09493,Shared Selective Persistent Memory for Agentic LLM Systems,Shared Selective Persistent Memory for Agentic LLM Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0369,2607.09175,Scoped Verification for Reliable Long-Horizon Agentic Context Evolution,Scoped Verification for Reliable Long-Horizon Agentic Context Evolution under Distribution Shift,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0374,2607.11388,StructAgent: Harness Long-Horizon Digital Agents with Unified Causal Structure,StructAgent: Harness Long-horizon Digital Agents with Unified Causal Structure,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0375,2607.10608,The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory,The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0380,2607.13591,Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents,Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0381,2607.14390,Why Git Is the Memory Solution for the Agentic Development Lifecycle,Why Git Is the Memory Solution for the Agentic Development Lifecycle,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0427,2607.15899,ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing,ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0428,2607.16019,"Presentation, Not Mechanism: A Render Confound in Deprecation-Aware Memory Evaluation","Presentation, Not Mechanism: A Render Confound in Deprecation-Aware Memory Evaluation",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0387,2509.25140,ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory,ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory,2025,published,ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory,2026,2026,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://openreview.net/forum?id=jL7fwchScm,https://openreview.net/forum?id=jL7fwchScm,OpenReview proceedings record,,2026-07-18 |
| ale-0388,2510.11967,Scaling Long-Horizon LLM Agent via Context-Folding,Scaling Long-Horizon LLM Agent via Context-Folding,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0472,2607.13884,Experience Memory Graph: One-Shot Error Correction for Agents,Experience Memory Graph: One-Shot Error Correction for Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0473,2606.30306,"Always-On Agents: A Survey of Persistent Memory, State, and Governance in LLM Agents","Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0474,2604.27003,When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents,When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0476,2607.13157,Oracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents,Oracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0477,2607.12625,KnowAct-GUIClaw: Personal GUI Assistant with Self-Evolving Memory,"KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0485,2607.20064,PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning,PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-23 |
| ale-0505,2607.20972,"Delivery, Not Storage: Cue-Anchored Working Memory as a Harness Property for Coding Agents","Delivery, Not Storage: Cue-Anchored Working Memory as a Harness Property for Coding Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0506,2607.21404,MemTools: A Unified Research Framework for Interoperable Agent Memory,MemTools: A Unified Research Framework for Interoperable Agent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0588,2607.21106,AttriMem: Attribution-Guided Process Feedback for Agent Memory Learning,AttriMem: Attribution-Guided Process Feedback for Agent Memory Construction,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0518,2607.21503,Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems,Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0519,2607.21361,FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents,FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0558,2607.23929,MemTX: Transactional Belief Commit for Stateful Agent Memory,MemTX: Transactional Belief Commit for Stateful Agent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0559,2607.22962,ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control,ConsistencyGate: Preventing Memory Contamination in LLM Agents via Self-Consistency Admission Control,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0560,2607.21962,"Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings","Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0561,2607.24368,Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory,Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0562,2607.23809,ACM: Agentic Context Management for Long Horizon Tasks,ACM: Agentic Context Management for Long Horizon Tasks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0563,2607.24097,MemChain: Learning Interpretable Memory Traces for Memory-Augmented LLM Agents,MemChain: Learning Interpretable Memory Traces for Memory-Augmented LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0564,2607.24667,"Eviction as Estimation: A Fixed-Lag Smoothing View of Test-Time Memory, and When Measuring Beats Accumulating","Eviction as Estimation: A Fixed-Lag Smoothing View of Test-Time Memory, and When Measuring Beats Accumulating",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0565,2607.22798,"StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents","StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0566,2607.22832,MEMENTO: Memory-Guided Memetic Code-as-Policy Evolution,MEMENTO: Memory-Guided Memetic Code-as-Policy Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0595,2607.26017,UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams,UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0596,2607.25066,Addressable Recall Compaction for Long Context-Window Control in AI Agents,Addressable Recall Compaction for Long Context-Window Control in AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0597,2607.26637,"Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability","Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0598,2607.25992,MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents,MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0599,2607.26520,A Graph-Native Bitemporal Memory Store for Conversational AI Agents,A Graph-Native Bitemporal Memory Store for Conversational AI Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0600,2607.25853,HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs,HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0601,2607.26937,VITAL-RAG: Invariance Race for Context Allocation in Coding Agents,VITAL-RAG: Invariance Race for Context Allocation in Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0602,2607.25431,CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents,CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0609,2607.27834,MemTxn: A Transaction Boundary for Source-Supported Updates and Complete-State Recovery in Agent Memory,MemTxn: A Transaction Boundary for Source-Supported Updates and Complete-State Recovery in Agent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-01 |
| ale-0636,2607.29377,Zero-Mem: Zero-Token Memory Operations for LLM Agents,Zero-Mem: Zero-Token Memory Operations for LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0637,2607.29658,Reusing Past Repairs Through Hierarchical Trajectory Abstraction for Coding Agents,Reusing Past Repairs Through Hierarchical Trajectory Abstraction for Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0638,2607.28272,"MemHarness: Memory Is Reconstructed, Not Replayed","MemHarness: Memory Is Reconstructed, Not Replayed",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0639,2607.27773,ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory,ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0640,2607.27958,Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems,$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0643,2607.26784,SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution,SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
| ale-0396,2604.11378,From Agent Loops to Structured Graphs: A Scheduler-Theoretic Framework for LLM Agent Execution,From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0398,2603.11445,Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework,Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution,2026,published,Verified Multi-Agent Orchestration: A Plan-Execute-Verify-Replan Framework for Complex Query Resolution,2026,2026,ICLR Workshop on Multi-Agent Learning: Generalization and Adaptation in Intelligence (MALGAI),International Conference on Learning Representations,,https://openreview.net/forum?id=WUmz4LUbvU,https://openreview.net/forum?id=WUmz4LUbvU,ICLR workshop OpenReview record,1.000,2026-07-17 |
| ale-0399,2603.22386,From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents,From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0406,2607.02807,SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery,SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0417,2607.11399,Agentic Routing: The Harness-Native Data Flywheel,Agentic Routing: The Harness-Native Data Flywheel,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0418,2607.11138,A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution,A Formal Hierarchical Architecture for Agentic Orchestration with Stack-Based Execution and Lazy Discovery,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0468,2607.16109,The Honest Quorum Problem: Epistemic Byzantine Fault Tolerance for Agentic Infrastructure,The Honest Quorum Problem: Epistemic Byzantine Fault Tolerance for Agentic Infrastructure,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0429,2512.08296,Towards a Science of Scaling Agent Systems,Towards a Science of Scaling Agent Systems,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-18 |
| ale-0621,2607.23933,SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving,SpecBox: Speculative Sandbox Scheduling for Efficient LLM Agent Serving,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0622,2607.23884,A Comparative Study of MCP and A2A for Inter-Agent Coordination in LLM-Based Systems,A Comparative Study of MCP and A2A for Inter-Agent Coordination in LLM-Based Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0660,2607.25446,"Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm","Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0661,2607.25090,Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering,Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0662,2607.26212,"Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges","Multi-Agent Debate Strategies: Survey, Taxonomy, and Challenges",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0674,2607.28430,AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration,AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0705,2607.28527,MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems,MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0707,2607.27994,SKIMIX: Multi-Agent Harness-Time Scaling with Skill Mixture for Dynamic Harness Engineering,SKIMIX: Multi-Agent Harness-Time Scaling with Skill Mixture for Dynamic Harness Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0708,2607.27877,An Empirical Study of Coordination Mode as the First-Class Citizen in From-Scratch Multi-Agent Coding,An Empirical Study of Coordination Mode as the First-Class Citizen in From-Scratch Multi-Agent Coding,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0709,2607.27942,Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis,Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0423,2310.06770,SWE-bench: Can Language Models Resolve Real-World GitHub Issues?,SWE-bench: Can Language Models Resolve Real-World GitHub Issues?,2024,published,SWE-bench: Can Language Models Resolve Real-World GitHub Issues?,2024,2024,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2024/hash/edac78c3e300629acfe6cbe9ca88fb84-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2024/hash/edac78c3e300629acfe6cbe9ca88fb84-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0424,2505.23419,SWE-bench Goes Live,SWE-bench Goes Live!,2025,published,SWE-bench Goes Live!,2025,2025,Advances in Neural Information Processing Systems 38: Datasets and Benchmarks Track (NeurIPS),Neural Information Processing Systems Foundation,,https://proceedings.neurips.cc/paper_files/paper/2025/hash/d83c4a745789690f82e86d0ef752ae7c-Abstract-Datasets_and_Benchmarks_Track.html,https://proceedings.neurips.cc/paper_files/paper/2025/hash/d83c4a745789690f82e86d0ef752ae7c-Abstract-Datasets_and_Benchmarks_Track.html,NeurIPS proceedings record,1.000,2026-07-17 |
| ale-0427,2308.03688,AgentBench,AgentBench: Evaluating LLMs as Agents,2024,published,AgentBench: Evaluating LLMs as Agents,2024,2024,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2024/hash/e9df36b21ff4ee211a8b71ee8b7e9f57-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2024/hash/e9df36b21ff4ee211a8b71ee8b7e9f57-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0428,2307.13854,WebArena,WebArena: A Realistic Web Environment for Building Autonomous Agents,2024,published,WebArena: A Realistic Web Environment for Building Autonomous Agents,2024,2024,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2024/hash/4410c0711e9154a7a2d26f9b3816d1ef-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2024/hash/4410c0711e9154a7a2d26f9b3816d1ef-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0429,2404.07972,OSWorld,OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments,2024,published,OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments,2024,2024,Advances in Neural Information Processing Systems 37: Datasets and Benchmarks Track (NeurIPS),Neural Information Processing Systems Foundation,10.52202/079017-1650,https://proceedings.neurips.cc/paper_files/paper/2024/hash/5d413e48f84dc61244b6be550f1cd8f5-Abstract-Datasets_and_Benchmarks_Track.html,https://doi.org/10.52202/079017-1650,NeurIPS proceedings and DOI records,1.000,2026-07-17 |
| ale-0430,2307.16789,ToolBench,ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs,2024,published,ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs,2024,2024,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2024/hash/28e50ee5b72e90b50e7196fde8ea260e-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2024/hash/28e50ee5b72e90b50e7196fde8ea260e-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0431,2311.12983,GAIA,GAIA: a benchmark for General AI Assistants,2023,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0432,2406.12045,Tau-bench,$τ$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains,2024,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0433,2401.13649,VisualWebArena,VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks,2024,published,VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks,2024,2024,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL),Association for Computational Linguistics,10.18653/v1/2024.acl-long.50,https://aclanthology.org/2024.acl-long.50/,https://doi.org/10.18653/v1/2024.acl-long.50,ACL Anthology and DOI records,1.000,2026-07-17 |
| ale-0434,2407.18901,AppWorld,AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents,2024,published,AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents,2024,2024,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL),Association for Computational Linguistics,10.18653/v1/2024.acl-long.850,https://aclanthology.org/2024.acl-long.850/,https://doi.org/10.18653/v1/2024.acl-long.850,ACL Anthology and DOI records,1.000,2026-07-17 |
| ale-0435,2502.15840,Vending-Bench,Vending-Bench: A Benchmark for Long-Term Coherence of Autonomous Agents,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0437,2512.18470,SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios,SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios,2025,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0438,2604.01687,EvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification,CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0439,2605.17526,SaaSBench: Coding Agents in Long-Horizon Enterprise SaaS Engineering,SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0440,2605.15846,RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades,RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0441,2503.07832,RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code,RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code,2025,published,RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code,2025,2025,International Conference on Learning Representations (ICLR),International Conference on Learning Representations,,https://proceedings.iclr.cc/paper_files/paper/2025/hash/6b44ee74539ea77d6a0d50d468724371-Abstract-Conference.html,https://proceedings.iclr.cc/paper_files/paper/2025/hash/6b44ee74539ea77d6a0d50d468724371-Abstract-Conference.html,ICLR proceedings record,1.000,2026-07-17 |
| ale-0442,2606.22678,RigorBench: Benchmarking Engineering Process Discipline in Autonomous AI Coding Agents,RigorBench: Benchmarking Engineering Process Discipline in Autonomous AI Coding Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0443,2603.24755,SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks,SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0444,2602.14337,LongCLI-Bench: A Preliminary Benchmark for Long-horizon Agentic Programming in Command-Line Interfaces,LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces,2026,published,LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces,2026,2026,Findings of the Association for Computational Linguistics: ACL,Association for Computational Linguistics,10.18653/v1/2026.findings-acl.1497,https://aclanthology.org/2026.findings-acl.1497/,https://doi.org/10.18653/v1/2026.findings-acl.1497,ACL Anthology and DOI records,1.000,2026-07-17 |
| ale-0445,2606.29920,Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?,Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0446,2606.05342,SentinelBench: A Benchmark for Long-Running Monitoring Agents,SentinelBench: A Benchmark for Long-Running Monitoring Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0447,2606.29957,SWE-Together: Evaluating Coding Agents in Interactive User Sessions,SWE-Together: Evaluating Coding Agents in Interactive User Sessions,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0448,2604.11978,The Long-Horizon Task Mirage? Diagnosing Where and Why Agentic Systems Break,The Long-Horizon Task Mirage? Diagnosing Where and Why Agentic Systems Break,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0449,2603.29231,Beyond pass@1: A Reliability Science Framework for Long-Horizon LLM Agents,Beyond pass@1: A Reliability Science Framework for Long-Horizon LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0450,2606.17546,SEAGym: An Evaluation Environment for Self-Evolving LLM Agents,SEAGym: An Evaluation Environment for Self-Evolving LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0451,2605.24110,EvoCode-Bench: Evaluating Coding Agents in Multi-Turn Iterative Interactions,EvoCode-Bench: Evaluating Coding Agents in Multi-Turn Iterative Interactions,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0452,2604.17849,On the Reliability of Computer Use Agents,On the Reliability of Computer Use Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0453,2605.12925,AgentLens: Revealing the Lucky Pass Problem in SWE-Agent Evaluation,AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0454,2601.21008,ORLoopBench: Solver-in-the-Loop Benchmarks for Self-Correction,ORLoopBench: Solver-in-the-Loop Benchmarks for Self-Correction and Behavioral Rationality in Operations Research,2026,published,ORLoopBench: Solver-in-the-Loop Benchmarks for Self-Correction and Behavioral Rationality in Operations Research,2026,2026,"Proceedings of the 43rd International Conference on Machine Learning (ICML), PMLR 306",PMLR,,https://openreview.net/pdf/16a0193aa4e71ffe6c921ac0081a66b525eea017.pdf,https://openreview.net/pdf/16a0193aa4e71ffe6c921ac0081a66b525eea017.pdf,PMLR camera-ready record,1.000,2026-07-17 |
| ale-0455,2605.30434,LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis,LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0456,2602.16313,MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks,MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0457,2606.00832,Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations,Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0458,2605.14678,π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows,$π$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0459,2603.23638,Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation,Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0460,2607.05202,EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer,EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0461,2607.02255,AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents,AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0462,2607.05197,Is Three the Magic Number? An Empirical Evaluation of LLM-Based Repair Loops,Is Three the Magic Number? An Empirical Evaluation of LLM-Based Repair Loops,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0463,2607.07946,"DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks","DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0464,2607.07744,PERFOPT-Bench: Evaluating Coding Agents on Software Performance Optimization,PERFOPT-Bench: Evaluating Coding Agents on Software Performance Optimization,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0466,2607.08768,UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks,UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0467,2607.09016,SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills,SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0468,2603.13428,SWE-Milestone: Evaluating AI Agents on Continuous Software Evolution,SWE-Milestone: Evaluating AI Agents on Continuous Software Evolution,2026,accepted,SWE-Milestone: Evaluating AI Agents on Continuous Software Evolution,2026,2026,Proceedings of the 43rd International Conference on Machine Learning (ICML),PMLR,,https://arxiv.org/abs/2603.13428,https://swe-milestone.com/,Current arXiv acceptance note and official project record,1.000,2026-07-17 |
| ale-0469,2607.10059,AgentAbstain: Do LLM Agents Know When Not to Act?,AgentAbstain: Do LLM Agents Know When Not to Act?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0470,2607.10526,"Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy","Agents Don't Just Agree, They Remember: Benchmarking Persistent Sycophancy in Stateful Personal Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0471,2607.13396,Set-shifting Behavioral Test for Harnessed Agents,Set-shifting Behavioral Test for Harnessed Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0472,2607.14642,MCPEvol-Bench: Benchmarking LLM Agent Performance Across Dynamic Evolutions of MCP Servers,MCPEvol-Bench: Benchmarking LLM Agent Performance Across Dynamic Evolutions of MCP Servers,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0473,2607.15205,MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization,MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0525,2607.15660,ToolVerse: Unlocking Massive Environments and Long-Horizon Tasks for Agentic Reinforcement Learning,ToolVerse: Unlocking Massive Environments and Long-Horizon Tasks for Agentic Reinforcement Learning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0581,2607.08964,Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading,Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0582,2607.06008,PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents,PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0583,2607.12893,MemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations,MemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0584,2607.13705,AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities,AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0585,2607.13085,Baselines Before Architecture: Evaluating Coding Agents for Autonomous Penetration Testing,Baselines Before Architecture: Evaluating Coding Agents for Autonomous Penetration Testing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0620,2607.20911,Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction,Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0621,2607.21217,ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders,ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0622,2607.20982,GuardianAgentBench: Where Agents Fail and How to Guard Them,GuardianAgentBench: Where Agents Fail and How to Guard Them,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0623,2607.20734,LLMs Get Lost in Evolving User Intent,LLMs Get Lost in Evolving User Intent,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-24 |
| ale-0637,2607.20764,ArbiGraph: Arbitrarily Scalable Verifiable Task Graphs for Evaluating Context Management,ArbiGraph: Arbitrarily Scalable Verifiable Task Graphs for Evaluating Context Management,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0638,2607.20852,Code Monitor Red Teaming for Public-Test-Passing Code,Code Monitor Red Teaming for Public-Test-Passing Code,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0639,2607.20926,SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration,SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration,2026,published,SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration,2026,2026,Findings of the Association for Computational Linguistics: ACL 2026,Association for Computational Linguistics,10.18653/v1/2026.findings-acl.1117,https://doi.org/10.18653/v1/2026.findings-acl.1117,https://doi.org/10.18653/v1/2026.findings-acl.1117,Crossref API + DOI record,1.000,2026-07-25 |
| ale-0640,2607.21447,RUMBA: Russian User Memory Benchmark,RUMBA: Russian User Memory Benchmark,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0693,2607.22368,Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI,Do Agent Benchmarks Measure Capability? Protocol Validity in the Age of Agentic AI,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0694,2607.24054,Success Is Not Self-Explanatory: Auditing Success Provenance in Agent Evaluation,Success Is Not Self-Explanatory: Auditing Success Provenance in Agent Evaluation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0695,2607.22015,Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice,Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0746,2607.23332,AlloBench: Measuring Online Tool Allocation Capability in LLM Agents,AllocBench: Measuring Online Tool Allocation Capability in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0697,2607.23123,SQBench: A Benchmark for Evaluating Task Delivery by Language-Model Agents in Production-Oriented Workflows,SQBench: A Benchmark for Evaluating Task Delivery by Language-Model Agents in Production-Oriented Workflows,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0698,2607.23722,E-Bench: Benchmarking Multi-Step Tool-Use Agents in Real-World Product Scenarios,E-Bench: Benchmarking Multi-Step Tool-Use Agents in Real-World Product Scenarios,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0699,2607.22165,DBA-Bench: A Production-Fidelity Benchmark for LLM-Based Database Operations Agents,DBA-Bench: A Production-Fidelity Benchmark for LLM-Based Database Operations Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0740,2607.25656,OrchBench: Evaluating Multi-Agent Orchestration Plans in Isolation via Deterministic Simulation,OrchBench: Evaluating Multi-Agent Orchestration Plans in Isolation via Deterministic Simulation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0741,2607.25398,HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following,HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0742,2607.27155,OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding,OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0743,2607.25886,RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement,RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0744,2607.25765,WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing,WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0745,2607.26041,Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions?,Desktop-Delta Bench: Do Computer-Use Models Understand Desktop GUI Transitions?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0746,2607.25891,Messier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation,Messier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0758,2607.28545,ORCA-bench: How Ready Are Language Model Agents for Oncall?,ORCA-bench: How Ready Are Language Model Agents for Oncall?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0795,2607.28367,How Benchmarks Mis-Score Computer-Use Agents,How Benchmarks Mis-Score Computer-Use Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0796,2607.26791,SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response,SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0797,2607.28037,ClawTrack: Towards Trace-Level Evaluation and Improvement of Real-World Autonomous Agents,ClawTrack: Towards Trace-Level Evaluation and Improvement of Real-World Autonomous Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0798,2607.28033,DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness,DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0799,2607.28587,PAIChecker: Uncovering and Checking PR-Issue Misalignment in SWE-Bench-Like Benchmarks,PAIChecker: Uncovering and Checking PR-Issue Misalignment in SWE-Bench-Like Benchmarks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0800,2607.27409,SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements,SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0801,2607.28591,Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments,Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0802,2607.28074,"Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale","Echoverse: Deep, Evolving Environments for Training Computer-Use Agents at Scale",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0803,2607.27929,Meta-Task: Turning Terminal Task Synthesis into a Terminal Task for Scalable Agent Training,Meta-Task: Turning Terminal Task Synthesis into a Terminal Task for Scalable Agent Training,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0482,2607.07052,"Progressive Crystallization: Turning Agent Exploration into Deterministic, Lower-Cost Workflows","Progressive Crystallization: Turning Agent Exploration into Deterministic, Lower-Cost Workflows in Production",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0483,2607.08010,Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems,Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0485,2607.07689,Agent Delivery Engineering Predictive Reliability Framework,Agent Delivery Engineering Predictive Reliability Framework,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0540,2607.16127,CADAQUES: A Cost-Aware Dual Architecture for Query-Efficient Autonomous Discovery,CADAQUES: A Cost-Aware Dual Architecture for Query-Efficient Autonomous Discovery,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-20 |
| ale-0488,2607.02134,Coding-agents can replicate scientific machine learning papers,Coding-agents can replicate scientific machine learning papers,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0602,2607.17331,Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning,Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0603,2607.06906,The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agents,The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0767,2607.25032,Authoring Agent Skills: A Software-Engineering Approach,Authoring Agent Skills: A Software-Engineering Approach,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0768,2607.26819,A First Look at Coding Agents' Compliance with AI Contribution Rules in Open-Source Communities,A First Look at Coding Agents' Compliance with AI Contribution Rules in Open-Source Communities,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0769,2607.25975,Who is scientific code for? Maintaining human-readable landmarks in agent-written code,Who is scientific code for? Maintaining human-readable landmarks in agent-written code,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0771,2606.04056,"Token Budgets: An Empirical Catalog of 63 LLM-Agent Budget-Overrun Incidents, with an Affine-Typed Rust Mitigation as a Case Study","Token Budgets: An Empirical Catalog of 63 LLM-Agent Budget-Overrun Incidents, with an Affine-Typed Rust Mitigation as a Case Study",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0772,2606.14589,When Errors Become Narratives: A Longitudinal Taxonomy of Silent Failures in a Production LLM Agent Runtime,When Errors Become Narratives: A Longitudinal Taxonomy of Silent Failures in a Production LLM Agent Runtime,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0773,2605.01604,"Evaluating Agentic AI in the Wild: Failure Modes, Drift Patterns, and a Production Evaluation Framework","Evaluating Agentic AI in the Wild: Failure Modes, Drift Patterns, and a Production Evaluation Framework",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0831,2607.28802,Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures,Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0832,2607.27677,Stop Shipping AI Agents on Faith: Capability Is Not Production Readiness,Stop Shipping AI Agents on Faith: Capability Is Not Production Readiness,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0833,2607.28317,"One Human, N Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence","One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0509,2606.17799,Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering,Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0510,2603.23994,Understanding the Challenges in Iterative Generative Optimization with LLMs,Understanding the Challenges in Iterative Generative Optimization with LLMs,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0511,2606.13003,The Illusion of Multi-Agent Advantage,The Illusion of Multi-Agent Advantage,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0514,2607.01641,When Agents Do Not Stop: Uncovering Infinite Agentic Loops in LLM Agents,When Agents Do Not Stop: Uncovering Infinite Agentic Loops in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0515,2607.07436,The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents,The Blind Curator: How a Biased Judge Silently Disables Skill Retirement in Self-Evolving Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0516,2607.07504,Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows,Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows,2026,accepted,Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows,2026,2026,KDD Workshop on AI Data Scientist,ACM SIGKDD,,https://arxiv.org/abs/2607.07504,https://usail-hkust.github.io/aidatasci/,Current arXiv acceptance note and official workshop page,1.000,2026-07-17 |
| ale-0517,2606.26300,The Verification Horizon: No Silver Bullet for Coding Agent Rewards,The Verification Horizon: No Silver Bullet for Coding Agent Rewards,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0520,2607.12227,Rethinking the Evaluation of Harness Evolution for Agents,Rethinking the Evaluation of Harness Evolution for Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0521,2607.13071,Compaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes,Compaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0522,2607.14004,Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0,Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0523,2607.14713,Does Multi-Agent Debate Improve AI Feedback on Research Papers?,Does Multi-Agent Debate Improve AI Feedback on Research Papers?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-17 |
| ale-0639,2607.18316,Binding Drift in Multi-Step Tool-Augmented Agents,Binding Drift in Multi-Step Tool-Augmented Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0822,2607.17937,How Agent Skills Fail under Long Contexts: A White-Box Study in Code Auditing,When and How Context Rot Appears in Coding Agents: A White-Box Study of Agent Skills in Code Auditing,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-04 |
| ale-0641,2607.13083,Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened,Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0642,2607.12340,Skills That Don't Exist: A Large-Scale Study of Hallucinated Skill Recommendation,Skills That Don't Exist: A Large-Scale Study of Hallucinated Skill Recommendation in LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0643,2607.12161,Token Reduction Is Not Cost Reduction,Token Reduction Is Not Cost Reduction,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-22 |
| ale-0876,2607.21273,The Dark Room in the Reward Channel: Dense Prediction Rewards Collapse GRPO-Trained LLM Agents -- and What Actually Works,"The Dark Room in the Reward Channel: Dense Prediction Rewards Collapse GRPO-Trained LLM Agents -- and The Channel, Not the Content, Decides What Works",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0704,2607.21547,The Boundaries of Automation: A Theory of Persistent Human Participation,The Boundaries of Automation: A Theory of Persistent Human Participation,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-25 |
| ale-0766,2607.21735,What AI Red-Team Evaluations Can and Cannot Prove,What AI Red-Team Evaluations Can and Cannot Prove,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0767,2607.22807,The Best Programming Language for Tokenmaxxing: An Investigation of Coding Agent Behavior Across Programming Languages,The Best Programming Language for Tokenmaxxing: An Investigation of Coding Agent Behavior Across Programming Languages,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0768,2607.23624,Where Is the Cost of Third-Party API Routers in Agentic Software Development?,Where Is the Cost of Third-Party API Routers in Agentic Software Development?,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0769,2607.24647,Efficiency Matters in Autonomous Research,Efficiency Matters in Autonomous Research,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0770,2607.21912,Reliability-Contagion Feasibility in LLM Multi-Agent Networks,Reliability-Contagion Feasibility in LLM Multi-Agent Networks,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0771,2607.22188,Draining the Energy Commons: Self-Defeating Over-Appropriation as a Coordination Failure in Agentic LLM Collectives,Draining the Energy Commons: Self-Defeating Over-Appropriation as a Coordination Failure in Agentic LLM Collectives,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0772,2607.21997,"""Go Home Copilot, You're Drunk"": Understanding Developer Responses to Agent-Generated Code Review Comments","""Go Home Copilot, You're Drunk"": Understanding Developer Responses to Agent-Generated Code Review Comments",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-29 |
| ale-0827,2607.26191,Position: Evaluation Scores Are Perishable Knowledge Claims,Position: Evaluation Scores Are Perishable Knowledge Claims,2026,published,Position: Evaluation Scores Are Perishable Knowledge Claims,2026,2026,"Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics (GEM) 2026",Association for Computational Linguistics,10.18653/v1/2026.gem-main.80,https://doi.org/10.18653/v1/2026.gem-main.80,https://doi.org/10.18653/v1/2026.gem-main.80,Crossref API + DOI record,1.000,2026-07-31 |
| ale-0828,2607.26587,One Run Is Not an Idea: The Implementation Lottery in Automated Research,One Run Is Not an Idea: The Implementation Lottery in Automated Research,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0829,2607.27191,Can AI agents conduct open-ended AI research? Early evidence from two case studies,Can AI agents conduct open-ended AI research? Early evidence from two case studies,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0830,2607.26922,Two Calls Beat Five Agents: Evaluating Multi-Agent Pipelines Against Self-Refinement for Local Language Models,Two Calls Beat Five Agents: Evaluating Multi-Agent Pipelines Against Self-Refinement for Local Language Models,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0831,2607.26117,"Try Again, Don't Look Back: Blind Resampling Outperforms Self-Repair in Small Code Models","Try Again, Don't Look Back: Blind Resampling Outperforms Self-Repair in Small Code Models",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0832,2607.26120,Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems,Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0833,2607.26375,(Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding,(Im)Paired Programming: Coding Agents Improve Productivity but Harm Understanding,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0836,2607.05775,"Beyond the Leaderboard: A Synthesis of Tool-Use, Planning, and Reasoning Failures in Large Language Model Agents","Beyond the Leaderboard: A Synthesis of Tool-Use, Planning, and Reasoning Failures in Large Language Model Agents",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0837,2607.19449,Guardrails as Scapegoats: Auditing Unfaithful Safety Refusals in Tool-Augmented LLM Agents,Guardrails as Scapegoats: Auditing Unfaithful Safety Refusals in Tool-Augmented LLM Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0838,2602.16666,Towards a Science of AI Agent Reliability,Towards a Science of AI Agent Reliability,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-07-31 |
| ale-0901,2607.29104,Reproducing LightMem: Naive RAG Is Just as Good for Memory Management,Reproducing LightMem: Naive RAG Is Just as Good for Memory Management,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0904,2605.30777,What Breaks When LLMs Code? Characterizing Operational Safety Failures of Agentic Code Assistants,What Breaks When LLMs Code? Characterizing Operational Safety Failures of Agentic Code Assistants,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0905,2605.29442,"How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions","How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions",2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0906,2607.27484,Skill Use or Skill Theater? Evaluating the Reasoning Backroom in Skill-Augmented Language Agents,Skill Use or Skill Theater? Evaluating the Reasoning Backroom in Skill-Augmented Language Agents,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0907,2607.28196,Fidelity Is Not Safety: Gently-Compressed LLMs Pass Every Data-Free Quality Guard Yet Invent Procedure Steps in Agentic Execution,Fidelity Is Not Safety: Gently-Compressed LLMs Pass Every Data-Free Quality Guard Yet Invent Procedure Steps in Agentic Execution,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0908,2607.28573,Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs,Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-05 |
| ale-0911,2607.27951,Safeguards Based on Copyable Context Cannot Provide Reliable Safety for LLMs,Safeguards Based on Copyable Context Cannot Provide Reliable Safety for LLMs,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
| ale-0912,2607.27250,Do Context Files Help Coding Agents? A Two-Agent Ablation Study on Real Repositories,Do Context Files Help Coding Agents? A Two-Agent Ablation Study on Real Repositories,2026,preprint-only,,,,,,,,,DBLP and Crossref exact-title audit,,2026-08-07 |
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