{"total":107,"rows":[{"id":"2607.15524","title":"Recursive Harness Self-Improvement","created":"2026-07-17","cited_by_count":32,"area":"synth"},{"id":"2607.03451","title":"SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe","created":"2026-07-03","cited_by_count":20,"area":"agents"},{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2608.01918","title":"HarnessCompass: Guiding Automatic Harness Evolution toward Generalizable and Effective Agent Harnesses","created":"2026-08-03","cited_by_count":17,"area":"agents"},{"id":"2607.08124","title":"TTHE: Test-Time Harness Evolution","created":"2026-07-09","cited_by_count":16,"area":"agents"},{"id":"2608.02276","title":"Harness-R1: Learning to Edit Executable Runtime Harnesses from Agent Failure Trajectories","created":"2026-08-03","cited_by_count":16,"area":"agents"},{"id":"2608.25593","title":"JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution","created":"2026-08-26","cited_by_count":16,"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":"2607.13683","title":"HarnessBank: Semantic Gene-Bank Search with Gated Verification for Agent-Harness Self-Evolution","created":"2026-07-15","cited_by_count":14,"area":"agents"},{"id":"2609.01437","title":"HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?","created":"2026-09-01","cited_by_count":13,"area":"agents"},{"id":"2609.24972","title":"RRSI: Regularized Recursive Self-Improvement of Agent Harnesses","created":"2026-09-21","cited_by_count":13,"area":"agents"},{"id":"2608.27454","title":"WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution","created":"2026-08-27","cited_by_count":12,"area":null},{"id":"2608.09096","title":"Evo-Bench: Can Language Models Improve Agent Harness?","created":"2026-08-10","cited_by_count":11,"area":"agents"},{"id":"2609.11873","title":"The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement","created":"2026-09-10","cited_by_count":11,"area":"synth"},{"id":"2608.13560","title":"AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design","created":"2026-08-13","cited_by_count":9,"area":"agents"},{"id":"2609.00829","title":"HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution","created":"2026-09-01","cited_by_count":9,"area":null},{"id":"2609.14857","title":"ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement","created":"2026-09-14","cited_by_count":9,"area":"synth"},{"id":"2608.08466","title":"Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses","created":"2026-08-09","cited_by_count":7,"area":"agents"},{"id":"2608.27311","title":"Verify Smarter, Evolve Further: Efficient Harness Evolution through Behavior-Aware Verification","created":"2026-08-27","cited_by_count":7,"area":"agents"},{"id":"2607.18235","title":"Automated Discovery Has No Universally Superior Harness","created":"2026-07-20","cited_by_count":6,"area":null},{"id":"2608.09885","title":"SHE: Trajectory-driven Safety Harness Evolution for LLM Agents","created":"2026-08-10","cited_by_count":6,"area":"agents"},{"id":"2609.02786","title":"SafeEvolve: Harness-Policy Co-Evolution from Agent Experience for Safety Alignment","created":"2026-09-02","cited_by_count":6,"area":"agents"},{"id":"2607.26722","title":"DREvo: Distilling Recalibrated Historical Experience for Harness Self-Evolution","created":"2026-07-29","cited_by_count":5,"area":"agents"},{"id":"2609.24974","title":"Harness-Zero: Harness Distillation via Agent-as-Harness","created":"2026-09-21","cited_by_count":5,"area":"agents"},{"id":"2608.04968","title":"EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement","created":"2026-08-05","cited_by_count":4,"area":"agents"},{"id":"2608.13417","title":"Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development","created":"2026-08-13","cited_by_count":4,"area":null},{"id":"2608.26530","title":"PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents","created":"2026-08-27","cited_by_count":4,"area":null},{"id":"2609.00069","title":"Auditing Harness Tampering in Self-Improving Agents","created":"2026-08-30","cited_by_count":4,"area":"synth"},{"id":"2609.01481","title":"Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement","created":"2026-09-01","cited_by_count":4,"area":"agents"},{"id":"2609.08183","title":"NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness","created":"2026-09-08","cited_by_count":4,"area":"agents"},{"id":"2607.28691","title":"Code Is the Body: Agent-Owned Software Bodies for Recursive Evolution and Descent","created":"2026-07-30","cited_by_count":3,"area":null},{"id":"2608.16465","title":"JailbreakSkill: Scaling Automated Red-Teaming with Reusable and Ever-Evolving Skills","created":"2026-08-17","cited_by_count":3,"area":"safety"},{"id":"2608.21156","title":"Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence","created":"2026-08-21","cited_by_count":3,"area":"agents"},{"id":"2609.11677","title":"Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents","created":"2026-09-10","cited_by_count":3,"area":"agents"},{"id":"2608.03392","title":"Self-Evolving Coding Agents","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2608.18613","title":"CTIFoundry: An Agent-Native Corpus Scaffold for Cyber Threat Intelligence","created":"2026-08-19","cited_by_count":2,"area":"agents"},{"id":"2608.19072","title":"What is Missing from AI Post-Training AI: An Empirical Analysis","created":"2026-08-19","cited_by_count":2,"area":null},{"id":"2608.28363","title":"EvoUndo: Recoverability-Constrained Self-Evolution for LLM Agent Harnesses","created":"2026-08-28","cited_by_count":2,"area":"agents"},{"id":"2609.06396","title":"MetaRSI / RSI2: A Meta-Recursive Self-Improving System for Recursive Self-Improving Systems Themselves","created":"2026-09-06","cited_by_count":2,"area":null},{"id":"2609.08175","title":"A Theory of Reliable Self-Evolution for Agent Harnesses","created":"2026-09-08","cited_by_count":2,"area":null},{"id":"2609.39304","title":"Scale and Selection: What Makes Automatic Harness Evolution Work for Visual-Interface Robot Agents","created":"2026-09-30","cited_by_count":2,"area":"agents"},{"id":"2608.05446","title":"EvoHarness-RL: Learning Self-Evolving Runtime Harness for Long-Horizon LLM Agents","created":"2026-08-05","cited_by_count":1,"area":"agents"},{"id":"2608.15089","title":"StateM: Reaching 95.3% Raw Accuracy, or a \\$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling","created":"2026-08-15","cited_by_count":1,"area":null},{"id":"2608.15763","title":"Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report","created":"2026-08-16","cited_by_count":1,"area":"agents"},{"id":"2608.19047","title":"Eureka: Task-Conditioned Meta-Agent Orchestration for Scientific Discovery","created":"2026-08-19","cited_by_count":1,"area":null},{"id":"2608.30478","title":"Agents in the Large: Perception-Centered Architecture for Persistent Agents","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2609.01600","title":"CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?","created":"2026-09-01","cited_by_count":1,"area":"lr"},{"id":"2609.09646","title":"RobustSGPO: Search-Space Control for Agent Harness Evolution","created":"2026-09-09","cited_by_count":1,"area":null},{"id":"2609.12459","title":"EvoRS: On-Policy Self-Evolution of Reward Systems for Open-Ended Reinforcement Learning","created":"2026-09-11","cited_by_count":1,"area":"lr"},{"id":"2609.28908","title":"Automatic Harness Evolution for Hardware Design Verification: Can LLMs Consolidate Gains Across Discovered Harnesses?","created":"2026-09-24","cited_by_count":1,"area":null},{"id":"2609.29154","title":"A Wrong Turn Does Not Ruin the Journey: Deviation-Guided Skill Self-Evolution for LLM Agents","created":"2026-09-24","cited_by_count":1,"area":"agents"},{"id":"2609.33146","title":"LiteEvo: Automated, Cost-Efficient Harness Evolution for Generalization to Unseen Tasks","created":"2026-09-27","cited_by_count":1,"area":"agents"},{"id":"2609.34712","title":"RSI-Router: Evolving Subtask-Level LLM Routing and Skills for Cost-Efficient Agents","created":"2026-09-28","cited_by_count":1,"area":"agents"},{"id":"2609.35873","title":"More Programs or More Rolls? Separating Coverage from Specialization in LLM Harnesses","created":"2026-09-26","cited_by_count":1,"area":null},{"id":"2609.38349","title":"MILO: Automated Harness Discovery via Orchestrated Multi-Agent Evolution","created":"2026-09-29","cited_by_count":1,"area":"agents"},{"id":"2610.02616","title":"VERSE: Verified Self-Evolving Optimizer for Agent Harnesses","created":"2026-10-02","cited_by_count":1,"area":"agents"},{"id":"2610.02826","title":"Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite","created":"2026-10-02","cited_by_count":1,"area":null},{"id":"2610.08432","title":"EMHO: EMbodied Agent Harness Optimization via Experience Traces","created":"2026-10-06","cited_by_count":1,"area":null},{"id":"2610.10426","title":"CoTrace: Data Recipes for Training Terminal Agents with Harness-Model Co-Evolution","created":"2026-10-07","cited_by_count":1,"area":null},{"id":"2606.28270","title":"Agent-Native Immune System: Architecture, Taxonomy, and Engineering","created":"2026-06-26","cited_by_count":0,"area":null},{"id":"2608.09480","title":"From Prompt to Harness: Coderlet from Scratch","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2608.10157","title":"SBCO: Self-Supervised, Verifier-Grounded Harness Optimization For Planning Agents","created":"2026-08-10","cited_by_count":0,"area":"synth"},{"id":"2608.15138","title":"ReForge: Keeping ABR Algorithms Never Finished with Verified Large Language Model Edits","created":"2026-08-15","cited_by_count":0,"area":null},{"id":"2608.16207","title":"Competing at Every Price Point with Agentic Evolution over a Menu of LLMs","created":"2026-08-17","cited_by_count":0,"area":"agents"},{"id":"2609.32092","title":"On Evaluating and Improving Conversational Agents in Production","created":"2026-09-25","cited_by_count":0,"area":"agents"},{"id":"2609.32423","title":"PluginRSI: Recursive Improvement of Agent Harnesses with Reusable Plugins","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.32630","title":"ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill Synthesis","created":"2026-09-26","cited_by_count":0,"area":"agents"},{"id":"2609.33123","title":"Compositional Safety Failures in Harness Evolution: Identification and Runtime Monitoring","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2609.34649","title":"Beyond Skill Evolution: Self-Evolving Context Management Policies for Long-Horizon Agent Harnesses","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.34988","title":"The Right Lesson at the Right Step: Deriving Control Updates for Self-Evolving Agents","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.35290","title":"EvoIn: Bridging Evolution and Internalization for Agent Fine-Tuning","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.35530","title":"AutoRef: Harness Optimization for Agentic Multi-Reference Image Generation","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.35561","title":"RSI-Master: Structuring Experiments to Guide Autonomous Model Improvement","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.35855","title":"Mara Chain: Rethinking Failure as a Stepping Stone for AI System Auto-Evolution","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2609.37834","title":"Mixture of Self-Improving Branches For Agent Harness Optimization","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37950","title":"Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2609.38372","title":"Self-Evolving Harness on Multiple Tasks with the Agent as Its Own Optimizer","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2609.38912","title":"Composing Task-specific Agent Harnesses at Test Time with Reusable Primitives","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2609.39578","title":"Thinking Outside the Box: Can Language Models Rely on External Guidance Selectively?","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2609.40330","title":"Turbo Harness: Instance-Adaptive Harness Optimization","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.00948","title":"GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.00972","title":"VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.01766","title":"VideoEvolve: Evolving Agent Harnesses for Video Temporal Grounding","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.02994","title":"Sentry: Learning to Recover from LLM Agent Failures at Test Time","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.04178","title":"SHarP: Saliency-based Pruning of Agent Harnesses","created":"2026-10-03","cited_by_count":0,"area":"agents"},{"id":"2610.05039","title":"Causal Improvement Graph for Agentic Harness Optimization","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.06563","title":"HERA: Harness-Environment Co-Evolution for Reliable Agentic Abstention","created":"2026-10-05","cited_by_count":0,"area":"agents"},{"id":"2610.08995","title":"PhysEvo: Astra Can Act, Let It","created":"2026-10-06","cited_by_count":0,"area":null},{"id":"2610.10310","title":"RSIGym: A Flexible Environment for Recursive Self-Improvement","created":"2026-10-07","cited_by_count":0,"area":null},{"id":"2610.10611","title":"Verification and Self-Improvement in Agentic AI: Foundations and Limits","created":"2026-10-07","cited_by_count":0,"area":"agents"},{"id":"2610.10629","title":"The Harness as the Only Mutable Surface: Compliance-Bounded Self-Evolution of LLM Agents in Credit Pipelines, with a Measured Admission Gate","created":"2026-10-07","cited_by_count":0,"area":"agents"},{"id":"2610.11299","title":"DuplexAgent-RSI: Recursive Harness Improvement for Full-Duplex Voice Agent Collaboration","created":"2026-10-08","cited_by_count":0,"area":"agents"},{"id":"2610.12668","title":"Recurrent Harness for Agentic Continual Learning","created":"2026-10-08","cited_by_count":0,"area":"agents"},{"id":"2610.13991","title":"Predict Before You Modify: Learning Improvement Dynamics for Self-Evolving Agents","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2610.14118","title":"ClawLoop: Self-Improving Agents via Harness-Native Training Loop","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.14163","title":"AutoEnvScaling: Automating the Data Flywheel with Terminal Agents","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.14216","title":"Cortex: Measurement-Gated Evolution and Pruning of Coding-Agent Skills and Rules","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.14625","title":"From Existing Methods to New Research Ideas: Two Perspectives on Recursive Self-Improvement","created":"2026-10-10","cited_by_count":0,"area":null},{"id":"2610.14828","title":"EvoCowork: A Benchmark for Real-World Office Tasks","created":"2026-10-10","cited_by_count":0,"area":"synth"},{"id":"2610.15150","title":"Harmony Harness: Multi-Objective Self-Evolution of Agent Harnesses","created":"2026-10-10","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}