SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 6 days ago • 121
Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs Paper • 2608.20492 • Published Aug 20 • 87
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 95
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning Paper • 2607.07708 • Published Jul 8 • 88
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer Paper • 2605.30409 • Published May 28 • 39
SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Paper • 2605.24117 • Published May 22 • 20