LifeSearch: Benchmarking Deep Research Agents for Real-World Life and Productivity
Paper • 2610.18092 • Published • 15
Scarlett Jack
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LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards
Paper • 2602.05758 • Published • 13
Fish Audio Drama 3 Technical Report
Paper • 2610.18010 • Published • 20
AReA: Adaptive Receptive-Field Attention for Efficient High-Resolution Diffusion Transformers
Paper • 2610.17227 • Published • 48
PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos
Paper • 2609.38377 • Published • 14
GeoFix: Geometry Fixing for 4D Consistent Generation
Paper • 2610.14293 • Published • 19
Self-Distillation with Verbal Regularization
Paper • 2610.16354 • Published • 29
FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching
Paper • 2610.17552 • Published • 34
DoSA: Dots Sparse Attention
Paper • 2610.13990 • Published • 69
Scoring Higher, Answering Worse: Mitigating Reward Hacking in Rubric-Based RL via Protocol-Level Rubrics
Paper • 2609.38847 • Published • 61
Jeva: System One Models from First Principles
Paper • 2610.18773 • Published • 273