view article Article The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+ 9 days ago • 39
Kimi-K2 Collection Moonshot's MoE LLMs with 1 trillion parameters, exceptional on agentic intellegence • 5 items • Updated 17 days ago • 170
Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning Paper • 2601.09088 • Published 30 days ago • 62
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation Paper • 2601.20614 • Published 15 days ago • 118
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security Paper • 2601.18491 • Published 17 days ago • 123
view article Article Architectural Choices in China's Open-Source AI Ecosystem: Building Beyond DeepSeek 16 days ago • 43
TCAndon-Router: Adaptive Reasoning Router for Multi-Agent Collaboration Paper • 2601.04544 • Published Jan 8 • 6
DiffCoT: Diffusion-styled Chain-of-Thought Reasoning in LLMs Paper • 2601.03559 • Published Jan 7 • 14
VerseCrafter: Dynamic Realistic Video World Model with 4D Geometric Control Paper • 2601.05138 • Published Jan 8 • 18
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published Jan 6 • 16
Few Tokens Matter: Entropy Guided Attacks on Vision-Language Models Paper • 2512.21815 • Published Dec 26, 2025 • 22
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice Paper • 2601.05175 • Published Jan 8 • 36
AT^2PO: Agentic Turn-based Policy Optimization via Tree Search Paper • 2601.04767 • Published Jan 8 • 28