Category: Deep Learning

• [In-Depth] Ilya Sutskever's Selected Paper: The Platonic Representation Hypothesis
• SJTU PhD's Latest Insights: Clarifying Reinforcement Learning with Just Two Questions
• A New Perspective on NAS: Graph Neural Networks Drive Universal Architecture Space, Hybrid Convolutional and Transformer Performance Leaps!
• Is Cancer Truly Close to Being Conquered by AI? Google Announces Two Breakthroughs in Two Days
• NTU and Others Propose A-MemGuard: Locking AI Memory, Dropping Poisoning Attack Success Rate by Over 95%
• Mamba Architecture Heads to ICLR 2026: Can AI's Core Brain, Transformer, Maintain Its Throne?
• Recursive Reasoning HRM Model Reimagined! TRM Two-Layer Network (7M Parameters) Outperforms LLMs!
• In-depth Dissection of Large Models: From DeepSeek-V3 to Kimi K2, Understanding Mainstream LLM Architectures
• Xiaohongshu Open-Sources First Multimodal Large Model, dots.vlm1, Performance Rivals SOTA!
• Google Open-Sources DeepPolisher, Halving Genome Assembly Error Rates; Jeff Dean: "Exciting!"
• Qwen Updates Overnight: Runs on RTX 3090, 3B Parameters Activated Rival GPT-4o
• Hierarchical Reasoning Model
• Andrew Ng Launches Free LLM Post-Training Course, Covering Three Major Optimization Methods: SFT, DPO, RL
• A Recent Survey on Continual Reinforcement Learning Technologies
• Alibaba Open-Sources Breakthrough Agent Overnight, Directly Challenges OpenAI with State-of-the-Art Performance!
• Did "More is Better" Fail? ModelSwitch Jumps Out of the Sampling Black Hole, Rewriting the LLM Inference Paradigm
• Kaiming He's New Work: Adding Regularization to Diffusion Models for Performance Improvement with No Pre-training or Data Augmentation, Simple to Implement
• R1-like Training No Longer Just Focuses on Result Correctness! CUHK Launches SophiaVL-R1 Model
• 10 Lines of Code, 15% Improvement in AIME24/25! Unveiling the Entropy Mechanism in Large Language Model Reinforcement Learning
• No Manual Annotation Needed! AI Self-Generates Training Data, Unlocking Reasoning Capabilities via "Deduction-Induction-Abduction"
• Deep Learning: Mamba Core Author's New Work Replaces DeepSeek's Attention Mechanism, Designed for Inference
• Andrej Karpathy Praises Stanford Team's New Work: Achieving Millisecond-Level Inference with Llama-1B
• All-In Podcast Transcript: Gemini Leads "Infinite Context," AI Ascends from Tool to Cognitive Collaborator
• How She Brought "System 2" to Large Language Models | An Interview with Dr. Li Zhang from Microsoft Research Asia
• Quanta: Hopfield Networks: The Emergent Physics That Gave Birth to AI