Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents Paper • 2610.18784 • Published 6 days ago • 100
LastOPD: Taming Collapse in Latent On-Policy Distillation Paper • 2609.28845 • Published 27 days ago • 31
TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent Paper • 2609.27277 • Published 27 days ago • 33
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published 23 days ago • 72
RecreationWorld: Scalable and Verifiable Environments for Hybrid Computer-Use Agents Paper • 2609.22000 • Published Sep 18 • 81
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself Paper • 2609.22068 • Published Sep 18 • 138
ModularRSI: Modular and Generalizable Recursive Harness Self-Improvement Paper • 2609.14857 • Published Sep 14 • 271
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published Sep 15 • 82
RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments Paper • 2609.15364 • Published Sep 14 • 88
SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking Paper • 2609.13141 • Published Sep 11 • 69
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published Aug 12 • 120
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models Paper • 2607.28609 • Published Jul 30 • 76
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 115
Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills Paper • 2604.05333 • Published Apr 7 • 22
EvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Paper • 2604.01687 • Published Apr 2 • 8
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published Dec 31, 2025 • 156