Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges Paper • 2610.35193 • Published 9 days ago • 23
PhysSkin++: Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning Paper • 2610.26067 • Published 16 days ago • 23
MolLean: A Process-Verifiable Language for Chemical Reasoning Paper • 2610.20459 • Published 21 days ago • 11
Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition Paper • 2610.28578 • Published 15 days ago • 73
Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals Paper • 2610.11570 • Published 27 days ago • 7
HyperBrowseComp: A Multilingual and Multimodal Stress Test for Web-Browsing Agents Paper • 2610.03574 • Published Oct 2 • 22
PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs Paper • 2609.34715 • Published Sep 28 • 29
Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite Paper • 2610.02826 • Published Oct 2 • 37
Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It? Paper • 2609.27891 • Published Aug 21 • 20