Difficulty-Adaptive Tree-Structured Policy Optimization for Expanding Reasoning Coverage in RLVR Paper • 2609.08650 • Published 10 days ago • 12
VGI-Bench: Probing Visual Intelligence in Video Generation Models Paper • 2608.19583 • Published 23 days ago • 179
EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 29 days ago • 276
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published Aug 14 • 170
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Paper • 2608.11924 • Published Aug 12 • 293
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published Aug 10 • 345
Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs Paper • 2608.01755 • Published Aug 3 • 142
TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting Paper • 2607.28261 • Published Jul 30 • 116
Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists Paper • 2607.11079 • Published Jul 13 • 11