WebAnything: From the Wild Web to Scalable Agent Environments Paper • 2610.37786 • Published 10 days ago • 19
NorthCUA Technical Report: Turbocharging Computer-Use Agents through Experience at Scale Paper • 2611.02102 • Published 5 days ago • 32
WorkRover: Scaling Long-Horizon Cowork Agent Training Via Recursive Environment Evolution Paper • 2610.18067 • Published 24 days ago • 30
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction Paper • 2610.12984 • Published 28 days ago • 40
WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents Paper • 2609.36887 • Published Sep 29 • 18
Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents Paper • 2606.04815 • Published Jun 19 • 1
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published Dec 4, 2025 • 86