{"total":185,"rows":[{"id":"2509.25370","title":"Where LLM Agents Fail and How They can Learn From Failures","created":"2025-09-29","cited_by_count":133,"area":"agents"},{"id":"2509.03312","title":"AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?","created":"2025-09-03","cited_by_count":116,"area":"agents"},{"id":"2509.26603","title":"DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively","created":"2025-09-30","cited_by_count":63,"area":null},{"id":"2602.02475","title":"AgentRx: Diagnosing AI Agent Failures from Execution Trajectories","created":"2026-02-02","cited_by_count":60,"area":"agents"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2508.03923","title":"CoAct-1: Computer-using Multi-Agent System with Coding Actions","created":"2025-08-05","cited_by_count":35,"area":null},{"id":"2509.13782","title":"Who is Introducing the Failure? Automatically Attributing Failures of Multi-Agent Systems via Spectrum Analysis","created":"2025-09-17","cited_by_count":33,"area":"agents"},{"id":"2505.18286","title":"Single-agent or Multi-agent Systems? Why Not Both?","created":"2025-05-23","cited_by_count":29,"area":"agents"},{"id":"2606.06324","title":"From Failed Trajectories to Reliable LLM Agents: Diagnosing and Repairing Harness Flaws","created":"2026-06-04","cited_by_count":29,"area":"agents"},{"id":"2510.04886","title":"Where Did It All Go Wrong? A Hierarchical Look into Multi-Agent Error Attribution","created":"2025-10-06","cited_by_count":27,"area":"agents"},{"id":"2602.10825","title":"Flow caching for autoregressive video generation","created":"2026-02-11","cited_by_count":25,"area":null},{"id":"2510.02837","title":"Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents","created":"2025-10-03","cited_by_count":24,"area":"lr"},{"id":"2512.06749","title":"DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems","created":"2025-12-07","cited_by_count":24,"area":"agents"},{"id":"2509.14295","title":"Aegis: Automated Error Generation and Attribution for Multi-Agent Systems","created":"2025-09-17","cited_by_count":22,"area":"agents"},{"id":"2509.06822","title":"RAFFLES: Reasoning-based Attribution of Faults for LLM Systems","created":"2025-09-08","cited_by_count":21,"area":"lr"},{"id":"2512.07850","title":"SABER: Small Actions, Big Errors -- Safeguarding Mutating Steps in LLM Agents","created":"2025-11-26","cited_by_count":21,"area":"agents"},{"id":"2510.10035","title":"Failure-Driven Workflow Refinement","created":"2025-10-11","cited_by_count":20,"area":null},{"id":"2606.08275","title":"Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures","created":"2026-06-06","cited_by_count":20,"area":"agents"},{"id":"2605.25338","title":"CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures","created":"2026-05-25","cited_by_count":18,"area":"agents"},{"id":"2607.09996","title":"Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?","created":"2026-07-10","cited_by_count":18,"area":"agents"},{"id":"2508.15760","title":"LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries","created":"2025-08-21","cited_by_count":17,"area":"agents"},{"id":"2505.22967","title":"MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming","created":"2025-05-29","cited_by_count":16,"area":"agents"},{"id":"2601.06818","title":"AgentHallu: Benchmarking Automated Hallucination Attribution of LLM-based Agents","created":"2026-01-11","cited_by_count":16,"area":"agents"},{"id":"2509.24088","title":"CORRECT: COndensed eRror RECognition via knowledge Transfer in multi-agent systems","created":"2025-09-28","cited_by_count":15,"area":"agents"},{"id":"2601.15778","title":"Agentic Confidence Calibration","created":"2026-01-22","cited_by_count":15,"area":"agents"},{"id":"2606.09863","title":"From Confident Closing to Silent Failure: Characterizing False Success in LLM Agents","created":"2026-06-01","cited_by_count":15,"area":"agents"},{"id":"2608.23041","title":"AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces","created":"2026-08-24","cited_by_count":15,"area":"agents"},{"id":"2509.10401","title":"Abduct, Act, Predict: Scaffolding Causal Inference for Automated Failure Attribution in Multi-Agent Systems","created":"2025-09-12","cited_by_count":14,"area":"agents"},{"id":"2603.04474","title":"From Spark to Fire: Modeling and Mitigating Error Cascades in LLM-Based Multi-Agent Collaboration","created":"2026-03-04","cited_by_count":14,"area":"agents"},{"id":"2508.07935","title":"SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows","created":"2025-08-11","cited_by_count":13,"area":"agents"},{"id":"2607.09510","title":"Failure as a Process: An Anatomy of CLI Coding Agent Trajectories","created":"2026-07-10","cited_by_count":13,"area":"agents"},{"id":"2510.26585","title":"Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems","created":"2025-10-30","cited_by_count":12,"area":"agents"},{"id":"2606.00765","title":"FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search","created":"2026-05-30","cited_by_count":12,"area":"lr"},{"id":"2606.10546","title":"SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement","created":"2026-06-09","cited_by_count":12,"area":"agents"},{"id":"2601.15075","title":"The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution","created":"2026-01-21","cited_by_count":11,"area":"agents"},{"id":"2605.08715","title":"AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems","created":"2026-05-09","cited_by_count":11,"area":"agents"},{"id":"2605.26563","title":"TrajAudit: Automated Failure Diagnosis for Agentic Coding Systems","created":"2026-05-26","cited_by_count":11,"area":"agents"},{"id":"2508.19504","title":"Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents","created":"2025-08-27","cited_by_count":10,"area":"agents"},{"id":"2510.07614","title":"Traceability and Accountability in Role-Specialized Multi-Agent LLM Pipelines","created":"2025-10-08","cited_by_count":10,"area":"agents"},{"id":"2605.26302","title":"Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems","created":"2026-05-25","cited_by_count":9,"area":null},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2608.24876","title":"Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses","created":"2026-08-25","cited_by_count":9,"area":"agents"},{"id":"2512.12791","title":"Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems","created":"2025-12-14","cited_by_count":8,"area":"agents"},{"id":"2601.21972","title":"Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic","created":"2026-01-29","cited_by_count":8,"area":"agents"},{"id":"2607.12747","title":"Tracing Agentic Failure from the Flow of Success","created":"2026-07-14","cited_by_count":8,"area":"agents"},{"id":"2608.14905","title":"How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks","created":"2026-08-14","cited_by_count":8,"area":"agents"},{"id":"2510.14319","title":"Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction","created":"2025-10-16","cited_by_count":7,"area":"agents"},{"id":"2605.09650","title":"Workspace Optimization: How to Train Your Agent","created":"2026-05-10","cited_by_count":7,"area":"agents"},{"id":"2509.24380","title":"Agentic Services Computing","created":"2025-09-29","cited_by_count":6,"area":"agents"},{"id":"2605.14859","title":"Do Coding Agents Understand Least-Privilege Authorization?","created":"2026-05-14","cited_by_count":6,"area":"agents"},{"id":"2605.28732","title":"MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems","created":"2026-05-27","cited_by_count":6,"area":"lr"},{"id":"2606.02060","title":"Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories","created":"2026-06-01","cited_by_count":6,"area":"agents"},{"id":"2606.26080","title":"Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents","created":"2026-06-24","cited_by_count":6,"area":"lr"},{"id":"2509.26306","title":"Interactive Learning for LLM Reasoning","created":"2025-09-30","cited_by_count":5,"area":"lr"},{"id":"2601.22984","title":"Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory","created":"2026-01-30","cited_by_count":5,"area":"agents"},{"id":"2603.02798","title":"Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification","created":"2026-03-03","cited_by_count":5,"area":"agents"},{"id":"2604.10290","title":"AI Organizations are More Effective but Less Aligned than Individual Agents","created":"2026-04-11","cited_by_count":5,"area":null},{"id":"2605.17467","title":"VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems","created":"2026-05-17","cited_by_count":5,"area":"agents"},{"id":"2606.23664","title":"MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?","created":"2026-06-22","cited_by_count":5,"area":"agents"},{"id":"2607.06184","title":"What Resolve Rate Hides: Trajectory Structure Diagnostics for Coding Agents","created":"2026-07-07","cited_by_count":5,"area":"agents"},{"id":"2608.02464","title":"Real-Time Detection and Repair of LLM Agent Failures","created":"2026-08-03","cited_by_count":5,"area":"agents"},{"id":"2509.20553","title":"Perspectra: Choosing Your Experts Enhances Critical Thinking in Multi-Agent Research Ideation","created":"2025-09-24","cited_by_count":4,"area":"lr"},{"id":"2605.06788","title":"Conformal Agent Error Attribution","created":"2026-05-07","cited_by_count":4,"area":"agents"},{"id":"2605.11225","title":"PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement","created":"2026-05-11","cited_by_count":4,"area":"agents"},{"id":"2605.29790","title":"Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems","created":"2026-05-28","cited_by_count":4,"area":"agents"},{"id":"2606.27409","title":"Delayed Verification Destabilizes Multi-Agent LLM Belief: Instability Thresholds and Optimal Corrector Placement","created":"2026-06-25","cited_by_count":4,"area":"agents"},{"id":"2607.06273","title":"AgentTether: Graph-Guided Diagnosis and Runtime Intervention for Reliable LLM Agent Operation","created":"2026-07-07","cited_by_count":4,"area":"agents"},{"id":"2607.08011","title":"Beware What You Autocomplete: Forensic Attribution of Backdoored Code Completions","created":"2026-07-09","cited_by_count":4,"area":"safety"},{"id":"2607.16387","title":"Fantastic Adaptive Taxonomies and How to Use Them","created":"2026-07-17","cited_by_count":4,"area":null},{"id":"2608.06909","title":"Long-Horizon Agent Trajectory Attribution: A Unified Benchmark and Fine-Grained Annotation Framework","created":"2026-08-07","cited_by_count":4,"area":"agents"},{"id":"2608.11323","title":"Deployment Decision Reliability: A Generalizability-Theory Framework for Sizing Long-Horizon Agent Evaluations","created":"2026-08-11","cited_by_count":4,"area":null},{"id":"2506.03546","title":"From Virtual Agents to Robot Teams: A Multi-Robot Framework Evaluation in High-Stakes Healthcare Context","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2601.07477","title":"JudgeFlow: Agentic Workflow Optimization via Block Judge","created":"2026-01-12","cited_by_count":3,"area":"agents"},{"id":"2602.21806","title":"Where Agent Frameworks Fall Short: Examining Functional Challenges and Usability Concerns","created":"2026-02-25","cited_by_count":3,"area":"agents"},{"id":"2603.20105","title":"The $\\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $\\lambda$-Calculus","created":"2026-03-20","cited_by_count":3,"area":null},{"id":"2603.20260","title":"ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics","created":"2026-03-12","cited_by_count":3,"area":"agents"},{"id":"2604.00901","title":"Experience as a Compass: Multi-agent RAG with Evolving Orchestration and Agent Prompts","created":"2026-04-01","cited_by_count":3,"area":"rag"},{"id":"2605.17169","title":"Responsible Agentic AI Requires Explicit Provenance","created":"2026-05-16","cited_by_count":3,"area":"agents"},{"id":"2605.19240","title":"CASPIAN: Online Detection and Attribution of Cascade Attacks in LLM Multi-Agent Systems via Cross-Channel Causal Monitoring","created":"2026-05-19","cited_by_count":3,"area":"agents"},{"id":"2605.23414","title":"When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems","created":"2026-05-22","cited_by_count":3,"area":"agents"},{"id":"2606.06960","title":"FinEvolveBench: A Benchmark for Self-Evolving Agents on Low-Repetition Tasks with Implicit Rewards","created":"2026-06-05","cited_by_count":3,"area":"agents"},{"id":"2608.13867","title":"Engineering Reliable Coding Agents: Evaluating and Operating the System Around the Model","created":"2026-08-14","cited_by_count":3,"area":"agents"},{"id":"2608.16801","title":"When Agents Coordinate: Measuring Coordination in Multi-Agent AI Coding","created":"2026-08-17","cited_by_count":3,"area":"agents"},{"id":"2608.22808","title":"CatchBench: When Can an Agent Failure Be Caught?","created":"2026-08-24","cited_by_count":3,"area":null},{"id":"2608.23670","title":"Automata from Agent Traces: Failure and Next-Step Prediction","created":"2026-08-24","cited_by_count":3,"area":"agents"},{"id":"2608.24271","title":"Observability and Fault Injection for LLM-Based Multi-Agent Systems in Software Engineering","created":"2026-08-25","cited_by_count":3,"area":"agents"},{"id":"2608.25920","title":"Repair or Resample? Rethinking Failure Debugging in LLM Multi-Agent Systems","created":"2026-08-26","cited_by_count":3,"area":"lr"},{"id":"2609.08572","title":"AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems","created":"2026-09-08","cited_by_count":3,"area":"agents"},{"id":"2506.02739","title":"Why do AI agents communicate in human language?","created":"2025-06-03","cited_by_count":2,"area":"agents"},{"id":"2602.04892","title":"Doc2Spec: Synthesizing Formal Programming Specifications from Natural Language via Grammar Induction","created":"2026-01-30","cited_by_count":2,"area":null},{"id":"2602.23258","title":"MASRubric: Auditing Information Flow in Multi-Agent Systems with Failure-Distilled Pitfall Rubrics","created":"2026-02-26","cited_by_count":2,"area":null},{"id":"2604.17761","title":"Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks","created":"2026-04-20","cited_by_count":2,"area":"mechinterp"},{"id":"2605.03354","title":"What Happens Inside Agent Memory? Circuit Analysis from Emergence to Diagnosis","created":"2026-05-05","cited_by_count":2,"area":"agents"},{"id":"2605.08518","title":"Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge","created":"2026-05-08","cited_by_count":2,"area":"safety"},{"id":"2605.29893","title":"Redundant or Necessary? A Benchmark for Detecting Redundant Steps in Agent Trajectories","created":"2026-05-28","cited_by_count":2,"area":"agents"},{"id":"2606.14805","title":"Knowledge-Based Zero-Replay Debugging of Multi-Agent LLM Traces","created":"2026-06-11","cited_by_count":2,"area":"agents"},{"id":"2607.06195","title":"LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle","created":"2026-07-07","cited_by_count":2,"area":"agents"},{"id":"2607.07989","title":"Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems","created":"2026-07-08","cited_by_count":2,"area":"agents"},{"id":"2608.14621","title":"AutoMem: A Text-Gradient Recursive Self-Improvement Framework for Automated Memory Architectures Search","created":"2026-07-14","cited_by_count":2,"area":"agents"},{"id":"2608.15242","title":"LongRCA Bench: Root-Cause Localization in Long-Horizon Agent Trajectories","created":"2026-08-15","cited_by_count":2,"area":null}],"next_cursor":"100"}