Category: Large Language Models

• 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
• Can AI "Admit Its Own Mistakes"? Solving the "Rashomon" of Multi-Agent Collaboration, Earning ICML 2025 Spotlight
• Stanford Chinese Team's Surprise Upset! AI Writes Pure CUDA-C Kernels, Outperforming PyTorch?
• Large Models Struggling with Sudoku?! Transformer Author's Startup Releases Ranking: o3 Mini High's "Variant Sudoku" Accuracy Only 2.9%
• Andrej Karpathy Praises Stanford Team's New Work: Achieving Millisecond-Level Inference with Llama-1B
• Tsinghua University's New RAG Framework: DO-RAG Accuracy Soars by 33%!
• LLM + RL Questioned: Deliberately Using Incorrect Rewards Still Significantly Boosts Math Benchmarks, Causing a Stir in the AI Community
• Qwen Team Releases Long-Context Reasoning Model QwenLong-L1, Surpassing o3-mini
• All-In Podcast Transcript: Gemini Leads "Infinite Context," AI Ascends from Tool to Cognitive Collaborator