Category: Artificial Intelligence

• From 'LLM-as-a-Judge' to 'Agent-as-a-Judge': A Review of the Three-Stage Evolution of AI Evaluation Paradigms
• Anthropic's Latest Interview: With AI Making Knowledge Almost Free, What Value Does a University Have Left?
• Google Cloud AI Lead Predicts: Specialized Software Engineers to Decline in Next Two Years! Google Already Drops Degree Requirement for Some Roles; Programmers Must Become System Orchestrators; CS Degree Value to Diminish
• Anthropic Just Released an "AI Job-Taking Report": The Higher the Education, the More "Taken"
• Just Now, Liang Wenfeng Signs New Paper That Explodes Late at Night! DeepSeek-V4 New Architecture Revealed: Proposes New Sparsity Direction, Complements MoE, Significantly Extends Long Context Capabilities, Stronger Reasoning and Coding Abilities
• Menlo Ventures: 2025 State of Enterprise Generative AI Report
• Optimization is Geometry, Geometry is Inference: Using Mathematics to End the Transformer Black Box Era
• Google's Chief Engineer Reveals: A Project That Took Her Company a Year Was Done by Claude in Just 1 Hour!
• Google's Chief Engineer Reveals: A Project That Took Her Team a Year Was Completed by Claude in Just 1 Hour!
• Nvidia's Open-Source Masterpiece: An 8B Small Model Beats GPT-5, Costs Only 30%, and Is 2.5x Faster! Nvidia's Research Director: Optimizing a Single LLM for Agents is Plain Wrong! Letting Small Models Manage Large Models is More Effective
• Let AI Level Itself Up: Meta Pushes Coding to Superintelligence with Self-play RL
• RLVR Reinforcement Learning Training Costs Plummet 98%! 12 PEFT Methods Head-to-Head, Results Are Surprising...
• Attention Is Not What You Need? Reframing Sequence Modeling with Geometric Aesthetics via Grassmann Manifolds
• Wenfeng Liang Signs, DeepSeek Kicks Off New Year with a New Macro Architecture Chapter, Cracking the Gradient Explosion and Memory Wall
• U.S. Coders Are Facing an AI 'Massacre'! Karpathy Is Alarmed, and 2026 Graduates Are in Despair
• From 'Titans+MIRAS & Nested' Architectural Innovations to NeurIPS2025 Best Paper 'Gated Attention'
• Recently, The New Yorker Has an Article with a Scary Title: Will Artificial Intelligence Trap You in a "Permanent Underclass"?
• Under $8,000! Sina Weibo's 1.5B Small Model Surpasses Near-Trillion Parameter Models
• Making LLMs Work Like a Company: Microsoft Turns 'Concurrent Thinking' into a Protocol, Higher Accuracy and 28% Reduction in Critical Path Latency
• AI Cracks 18th-Century "Mystery" Ledger in Seconds! Google's New Model Blind Test Goes Viral
• Reinforcement Learning + Large Model Memory: Mem-α, Enabling Agents to "Learn How to Remember" for the First Time
• SJTU PhD's Latest Insights: Clarifying Reinforcement Learning with Just Two Questions
• We Planted a Word in Claude's Mind, and It Began to "Rationalize"! Anthropic's Latest Research: AI Possesses Introspective Abilities!
• Chen Tianqiao Proposes at AIAS: Discoverative AI, Not Generative AI, is the Standard for AGI
• Meta Discovers: Slow RAG Systems Are Doing Too Much Unnecessary Work