OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published 6 days ago • 58
SpatialEvo: Self-Evolving Spatial Intelligence via Deterministic Geometric Environments Paper • 2604.14144 • Published 4 days ago • 61
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time Paper • 2604.11626 • Published 6 days ago • 99
Seedance 2.0: Advancing Video Generation for World Complexity Paper • 2604.14148 • Published 4 days ago • 136
Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning Paper • 2602.21420 • Published Feb 24 • 6
Not all tokens are needed(NAT): token efficient reinforcement learning Paper • 2603.06619 • Published Feb 20 • 1
Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning Paper • 2602.21420 • Published Feb 24 • 6