Category: Mathematical Reasoning

• Microsoft Introduces rStar2-Agent: "Thinking Smarter" Proves Far More Effective and Efficient Than Simply "Thinking Longer"
• Counter-Intuitive RL Research: Directly Providing Answers to LLMs is More Effective Than Detailed Step-by-Step Instructions!
• How Mathematical Training "Unlocks" General Reasoning Abilities in Large Models? Latest Research Reveals Key Mechanisms
• AI Surpasses Humans in Mathematics in Seven Months, Breaking Through Mathematicians' "Siege"! 14 Mathematicians Delve into Raw Reasoning Tokens: Not by Rote Learning, but by Intuition
• SFT+RL Two-Stage Training Breaks Through LLM Self-Supervision! RUC DeepCritic Achieves Autonomous Evolution of AI Critique
• The Smarter the Model, the Less Obedient? MathIF Benchmark Reveals AI Obedience Vulnerabilities
• AI Math Ability Skyrockets 100%, Self-Evolution Nears RL Limits! CMU's New Work Overturns Perceptions
• Can LLMs Understand Math? Latest Research Reveals Fatal Flaws in Large Models' Mathematical Reasoning
• From Intuition to "Deep Thinking": Multidimensional Evolution of Large Model Reasoning Capabilities
• Can a single data point significantly enhance the mathematical reasoning performance of large models?
• Rewriting Pre-Training Data Significantly Boosts LLM Performance in Math and Code
• Bridging the Gap: LUFFY, a New Reinforcement Learning Paradigm for AI Reasoning