Draft-OPD: On-Policy Distillation for Speculative Draft Models Paper • 2605.29343 • Published 6 days ago • 25
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows Paper • 2605.14678 • Published 15 days ago • 102
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published 21 days ago • 159
Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning Paper • 2605.06326 • Published 27 days ago • 26
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents Paper • 2604.23781 • Published Apr 26 • 33
GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published Mar 30 • 86
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward Paper • 2603.26599 • Published Mar 27 • 66
TOPReward: Token Probabilities as Hidden Zero-Shot Rewards for Robotics Paper • 2602.19313 • Published Feb 22 • 26
Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning Paper • 2602.11748 • Published Feb 12 • 38
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published Feb 10 • 59
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations Paper • 2602.05885 • Published Feb 5 • 28
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 48
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 48
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 52