The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published 6 days ago • 130
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published 21 days ago • 92
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks Paper • 2602.12670 • Published Feb 13 • 57
RLinf-USER: A Unified and Extensible System for Real-World Online Policy Learning in Embodied AI Paper • 2602.07837 • Published Feb 8 • 56
DFlash: Block Diffusion for Flash Speculative Decoding Paper • 2602.06036 • Published Feb 5 • 45
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning Paper • 2602.04634 • Published Feb 4 • 99
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games Paper • 2510.15414 • Published Oct 17, 2025 • 1
Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation Paper • 2511.14993 • Published Nov 19, 2025 • 233
AraLingBench A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models Paper • 2511.14295 • Published Nov 18, 2025 • 74
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model Paper • 2511.13647 • Published Nov 17, 2025 • 72
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Paper • 2511.13254 • Published Nov 17, 2025 • 139
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 134