Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild? Paper • 2610.28763 • Published 5 days ago • 27
Multics: Generative Multi-Player World Model with Hierarchical Communication Paper • 2610.17201 • Published 13 days ago • 70
LEGO: A Lifting-Free Approach for Exocentric-to-Egocentric Video Generation Paper • 2610.12442 • Published 17 days ago • 46
FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching Paper • 2610.17552 • Published 12 days ago • 37
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards Paper • 2602.05758 • Published 13 days ago • 24
DistScene: Object-to-Scene Distillation for 3D Scene Generation Paper • 2610.06960 • Published 22 days ago • 18
Decoding Looped Transformers Better for (Almost) Free Paper • 2610.02185 • Published 24 days ago • 48
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks Paper • 2609.25804 • Published Sep 22 • 166
DeformSmith: Physics Harness-Guided Hierarchical Generation of Deformable Assets for Robot Manipulation Paper • 2609.18620 • Published Sep 17 • 24
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published Sep 17 • 142
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published Sep 15 • 318
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 371
PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control Paper • 2609.17521 • Published Sep 15 • 10
Feyospace-v1: How the Cyber Mercury Seven Trained Frontier Cyber Models Paper • 2609.08418 • Published Sep 8 • 120
Breaking the Vision-Action Shortcut: Latent Interface Training for Generalizable Robotics Foundation Models Paper • 2609.12641 • Published Sep 11 • 80