Democratizing Robot-Use Agents: A Unified Harness with Open Models Paper • 2611.01560 • Published 7 days ago • 49
AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning Paper • 2610.22194 • Published 24 days ago • 40
LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models Paper • 2609.39071 • Published Sep 30 • 18
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI Paper • 2609.38143 • Published Sep 29 • 53
Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation Paper • 2609.11638 • Published Sep 10 • 223
StudyBench: Can Self-Evolution Squeeze Textbooks for Olympiad Capability? Paper • 2609.00787 • Published Sep 1 • 17
Rethinking On-Policy Distillation of Large Language Models II: One Training Example Paper • 2609.04172 • Published Sep 3 • 81
PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments Paper • 2608.14441 • Published Aug 14 • 29
Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning Paper • 2608.14290 • Published Aug 14 • 36
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published Aug 12 • 107
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published Aug 10 • 129
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 149
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 143
Trimming the Long-Tail of Visual World Modeling Evaluation Paper • 2606.24256 • Published Jun 23 • 31
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Paper • 2606.24530 • Published Jun 23 • 65
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 163
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions Paper • 2606.23654 • Published Jun 22 • 81
Rethinking the Role of Efficient Attention in Hybrid Architectures Paper • 2606.15378 • Published Jun 13 • 20