Category: Reasoning

• Traditional RAG: Knows How to Read, But Not How to Use? RAG+ Elevates Reasoning Capabilities to New Heights!
• NVIDIA (ProRL) | Can RL truly enhance the reasoning capabilities of LLMs?
• Reviewing the Progress of RL-Reasoning
• No Manual Annotation Needed! AI Self-Generates Training Data, Unlocking Reasoning Capabilities via "Deduction-Induction-Abduction"
• Discussing Consciousness, Reasoning, and the Philosophy of AI with Murray Shanahan
• Prolonged Reasoning ≠ High Accuracy! Adaptive Switching Between 'Quick Response' and 'In-depth Thought': A Win-Win Philosophy for Token Saving and Accuracy Improvement
• When Thinking Becomes a Burden: Unveiling the "Thinking Traps" of Large Language Models
• How Strong is the Reasoning Ability of Large Language Models? A Study Reveals LLMs' Limitations and Potential
• AM-Thinking-v1: Advancing the Frontier of Reasoning at 32B Scale
• From Intuition to "Deep Thinking": Multidimensional Evolution of Large Model Reasoning Capabilities
• NVIDIA Enables Smarter AI Tool Usage: Deep Dive into the Nemotron-Research-Tool-N1 Model
• Forcing Models to Argue with Themselves, Recursive Thinking CoT Version Soars in Popularity! Netizens: Isn't This Just the Usual Trick for Most Reasoning Models?
• "Absolute Zero": A Zero-Data, Self-Evolving AI Reasoning Method Surpasses SOTA
• A Survey of Research on Reinforcement Learning-based Reasoning Capabilities in Multimodal Large Language Models