Mage-VL-Cowork: A Full Training Recipe to Learn Hybrid Computer Use From Evolved Harnesses Paper • 2610.40747 • Published 16 days ago • 23
CarryOn: A Dual-Loop Harness for Personalized and Reliable Robot Assistance Paper • 2610.21453 • Published 30 days ago • 12
Native Action-Prior Learning from Videos for World Action Models Paper • 2610.03391 • Published Oct 2 • 56
On-Policy Parameter Update Direction Underlies Generalization in LLM Post-Training Paper • 2609.36659 • Published Sep 29 • 15
Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite Paper • 2610.02826 • Published Oct 2 • 38
FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation Paper • 2609.38839 • Published Sep 30 • 50
MotorMind: Scaffolding General Vision Language Models for Zero-Shot Robot Manipulation Paper • 2609.38078 • Published Sep 29 • 38
Does Learning Protein Folding Generalize to Broader Reasoning? Paper • 2609.38879 • Published Sep 30 • 39