Running 78 The ultimate guide to RL environments: building and scaling them in the LLM era 📝 78 Building and scaling RL environments for LLM training
view article Article Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries +7 Mar 10 • 143
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published Mar 25 • 98
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings Paper • 2603.13594 • Published Mar 13 • 148
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance Dec 9, 2025 • 84
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance Dec 9, 2025 • 84
view article Article Smol2Operator: Post-Training GUI Agents for Computer Use +3 Sep 23, 2025 • 138