Test-time Computing: from System-1 Thinking to System-2 Thinking Paper • 2501.02497 • Published Jan 5, 2025 • 45
Cosmos World Foundation Model Platform for Physical AI Paper • 2501.03575 • Published Jan 7, 2025 • 81
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4, 2025 • 103
Search-o1: Agentic Search-Enhanced Large Reasoning Models Paper • 2501.05366 • Published Jan 9, 2025 • 102
Agent Laboratory: Using LLM Agents as Research Assistants Paper • 2501.04227 • Published Jan 8, 2025 • 95
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though Paper • 2501.04682 • Published Jan 8, 2025 • 99
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8, 2025 • 287
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs Paper • 2501.06186 • Published Jan 10, 2025 • 65