Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs Paper • 2512.17008 • Published Dec 18, 2025 • 11
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers Paper • 2512.17351 • Published Dec 19, 2025 • 27
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Paper • 2511.02779 • Published Nov 4, 2025 • 59
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance Paper • 2506.06444 • Published Jun 6, 2025 • 73
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design Paper • 2311.00462 • Published Nov 1, 2023 • 1
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Paper • 2505.24863 • Published May 30, 2025 • 97
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time Paper • 2505.24863 • Published May 30, 2025 • 97