Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published 6 days ago • 26
Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes Paper • 2608.05000 • Published 6 days ago • 58
Scaling Properties of Text Conditioning in Visual Generation Paper • 2607.29679 • Published 11 days ago • 38
Understanding Reasoning from Pretraining to Post-Training Paper • 2607.16097 • Published 25 days ago • 29
Video Generation Models are General-Purpose Vision Learners Paper • 2607.09024 • Published Jul 10 • 87
Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning Paper • 2607.07508 • Published Jul 8 • 29
DataComp-VLM: Improved Open Datasets for Vision-Language Models Paper • 2606.28551 • Published Jun 26 • 53
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling Paper • 2605.13301 • Published May 13 • 166