Category: Large Language Models

• 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
• Ushering in the Era of On-Device Long Text! OpenBMB's New Architecture Boosts MiniCPM up to 220x Faster
• New Breakthrough in Large Model Reinforcement Learning – SPO New Paradigm Boosts Large Model Reasoning Capability!
• SFT+RL Two-Stage Training Breaks Through LLM Self-Supervision! RUC DeepCritic Achieves Autonomous Evolution of AI Critique
• After ZeroSearch, Tongyi's Latest Work MaskSearch Proposes a New Framework for Reasoning-Search Pre-training
• The Sky Has Fallen! Apple Just Proved: DeepSeek, o3, Claude and Other "Reasoning" Models Lack True Reasoning Ability
• Global Top 30 Mathematicians Secretly Convened to Combat AI, Were Blown Away on the Spot! Exclaiming It's Close to a Mathematical Genius
• World's Top Mathematicians Amazed by AI's Proficiency in Their Work
• The First Multimodal Dedicated Slow-Thinking Framework! Outperforms GPT-o1 by Nearly 7 Percentage Points, Reinforcement Learning Teaches VLM to "Think Twice"
• Sam Altman: Codex Made Me Feel AGI! Latest Talk Rarely Reveals Next-Gen "Perfect Model," Boldly Predicts Agents Will Break Boundaries Next Year!
• 10 Lines of Code, 15% Improvement in AIME24/25! Unveiling the Entropy Mechanism in Large Language Model Reinforcement Learning
• Enabling AI to 'Weigh Pros and Cons'? DecisionFlow Makes Large Language Models Smarter for High-Risk Decisions!
• Closer to AGI? Running Google's AlphaEvolve and UBC's DGM for Just 0.31 Yuan?
• The Smarter the Model, the Less Obedient? MathIF Benchmark Reveals AI Obedience Vulnerabilities
• First Genomic Reasoning AI Emerges! Accuracy Soars to 97%, Revolutionizing Genomics Research
• Process Supervision > Outcome Supervision! Huawei City University Reconstructs RAG Inference Training, 5k Samples Outperform 90k Model
• Reviewing the Progress of RL-Reasoning
• OPA-DPO: An Efficient Solution for the Hallucination Problem in Multimodal Large Models
• AI Learns Reasoning Solely by "Confidence": Zhejiang University Alumnus Replicates DeepSeek's Long Chain-of-Thought Emergence, Reinforcement Learning Needs No External Reward Signals
• Peking University Alumna Lilian Weng's Latest Blog Post: Why We Think
• Microsoft and Others Propose 'Chain-of-Model' New Paradigm, Comparable to Transformer Performance with Better Scalability and Flexibility
• Will the Vision of LSTM's Father from 22 Years Ago Come True? AI 'Self-Evolution' Papers Concentratedly Released in One Week, Is a New Trend Emerging?
• AI Math Ability Skyrockets 100%, Self-Evolution Nears RL Limits! CMU's New Work Overturns Perceptions
• Deep Learning: Mamba Core Author's New Work Replaces DeepSeek's Attention Mechanism, Designed for Inference
• First Explanation of How LLMs Reason and Reflect: Northwestern University & Google's New Framework Introduces Bayesian Adaptive Reinforcement Learning to Comprehensively Enhance Mathematical Reasoning