Latest Articles

• How to Solve Context Explosion? Let Agents Actively 'Forget' Like Biological Organisms
  Artificial IntelligenceLLM AgentsToken EfficiencySoftware EngineeringContext Management

  ...
• DeepResearchEval Launches: The First AI Research Evaluation Framework with Automatic Question Generation and Intelligent Scoring
  AI Research EvaluationDeep Research SystemsFact-CheckingAutomated EvaluationBenchmark Development

  ...
• Is Transformer Dead? DeepMind Is Betting on Another AGI Path
  Artificial IntelligenceDeep LearningContinual LearningTransformerAGI

  ...
• Only 5 Years Left? Nobel Laureate Hassabis Unveils AGI Timeline: Just One or Two Technical Breakthroughs Away
  Artificial IntelligenceAGIWorld ModelDemis HassabisDeepMind

  ...
• Is Agentic RAG Worth It? A Four-Dimensional Real-World Test Reveals the Answer!
  Artificial IntelligenceRAG SystemsCost AnalysisAI EvaluationLarge Language Models

  ...
• Cursor's Overnight Failure: AI's 3-Million-Line Code for a Browser Exposed as Fake! Mocked Online as "AI Slop"
  Artificial IntelligenceTechnologySoftware DevelopmentAI EthicsProgramming

  ...
• From 'LLM-as-a-Judge' to 'Agent-as-a-Judge': A Review of the Three-Stage Evolution of AI Evaluation Paradigms
  Artificial IntelligenceLarge Language ModelsMachine LearningAgent SystemsAI Evaluation

  ...
• Anthropic's Latest Interview: With AI Making Knowledge Almost Free, What Value Does a University Have Left?
  EducationArtificial IntelligenceFuture of WorkCognitive ToolsUniversity Learning

  ...
• 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
  Artificial IntelligenceSoftware EngineeringTechnology TrendsCareer DevelopmentFuture of Work

  ...
• Anthropic Just Released an "AI Job-Taking Report": The Higher the Education, the More "Taken"
  Artificial IntelligenceEmploymentFuture of WorkProductivityEconomy

  ...
• GPT-5.2 Runs Non-stop for 7 Days, Building a Chrome-Level Browser with 3 Million Lines of Code
  AICodingSoftware DevelopmentBrowserGPT-5.2

  ...
• What to do with poor pre-training data? Bengio team introduces explicit Bayesian for gradient-free In-Context RL
  Reinforcement LearningIn-Context RLTransformersDeep LearningBayesian Inference

  ...
• 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
  Artificial IntelligenceDeepSeekCode GenerationSparsityLarge Language Models

  ...
• Menlo Ventures: 2025 State of Enterprise Generative AI Report
  Artificial IntelligenceGenerative AIVenture CapitalMarket ResearchEnterprise Software

  ...
• Optimization is Geometry, Geometry is Inference: Using Mathematics to End the Transformer Black Box Era
  Artificial IntelligenceDeep LearningMachine LearningBayesian InferenceTransformer Models

  ...
• Google's Chief Engineer Reveals: A Project That Took Her Company a Year Was Done by Claude in Just 1 Hour!
  TechnologyArtificial IntelligenceProductivityProgrammingSilicon Valley

  ...
• Anthropic Suddenly Bans Third-Party Tools from Calling Claude: Cursor, OpenCode, xAI All "Shot Down"! Projects Interrupted Mid-Stream, Official Explanation: "Collateral Damage"?
  AnthropicClaude AIOpenCodeVendor Lock-inAI Programming

  ...
• Google's Chief Engineer Reveals: A Project That Took Her Team a Year Was Completed by Claude in Just 1 Hour!
  Artificial IntelligenceProgrammingSilicon ValleyClaudeGoogle

  ...
• Single-shot quantum machine learning
  Quantum Machine LearningQuantum ClassificationSingle-shot ModelsMeasurement ProblemHypothesis Testing

  ...
• 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
  Artificial IntelligenceNVIDIAAI BenchmarkAgentLLM

  ...