Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 19 days ago • 27
Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL Paper • 2610.33512 • Published 18 days ago • 35
Self-Distilling Future Video Representations for World Action Models Paper • 2610.30320 • Published 21 days ago • 37
ACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Models Paper • 2610.18596 • Published 29 days ago • 17
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 38
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published Sep 28 • 40
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published Sep 27 • 33
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published Sep 7 • 61
Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models Paper • 2602.24264 • Published Feb 27 • 14
Is Multilingual LLM Watermarking Truly Multilingual? A Simple Back-Translation Solution Paper • 2510.18019 • Published Oct 20, 2025 • 18