The Multi-Polar Digital Feudal Order That Could Emerge After the AI Bubble Bursts
Introduction: This Is a Thought Experiment, Not a Prediction The rapid spread of generative AI has encouraged a powerful vision of the future: a small number of AI companies may eventually dominate the world. In this scenario, corporations that develop…
Why RAG Remained So Primitive
The “First Textbook” Trap Seen Before in the History of SOM Retrieval-Augmented Generation, or RAG, has become widely known as a way to connect generative AI with internal corporate documents. The commonly presented explanation of RAG is surprisingly simple: LangChain’s…
Symbolism and Connectionism
AI Must Not Merely Describe the Structure of the World—it Must Generate Concepts The history of artificial intelligence research can be understood, in broad terms, as a rivalry between two major approaches. The first is symbolism, which attempts to represent knowledge…
Andrej Karpathy’s latest concept ‘LLM Wiki’ and the future of enterprise knowledge
Executive summary Andrej Karpathy’s public GitHub Gist, published on April 4, 2026, describes LLM Wiki not as a finished product, but as an “idea file” for agentic knowledge work: instead of re-retrieving raw fragments on every question, an LLM incrementally compiles curated…
Will OpenAI Prism accelerate scientific research?
1) Official announcements (what OpenAI says Prism is) What it is Launch details & availability Stated goals Capabilities OpenAI highlights (feature-level)From OpenAI’s launch post and product page, Prism is presented as supporting: Integration with other OpenAI products 2) Media coverage…
Considering AI and Communism
The only way to prevent a post-AI society from becoming a dystopia seems to be whether the elites are willing to give up their advantages and participate in making fair and substantial contributions to society. Question (by Kunihiro Tada) I…
Order in the Age of AI
— Neither a Workless Utopia nor a Simple Control Society — 1. Problem Statement: Will AI Liberate Civilization, or Hollow It Out? With the rapid advancement of AI, humanity has entered a phase in which a society “able to live…
Where Should AI Memory Live?
A Loose-Coupled Architecture for GPT-6 and Associative Knowledge Engines Abstract With the emergence of GPT-6–class models offering persistent, personalized memory, the question of where AI memory should reside becomes a central architectural and governance issue—especially for enterprise and organizational use.…
2026 Will Be the First Year of Enterprise AI
— Generative AI Is Moving into the Core of Organizations Generative AI has evolved at an astonishing pace over the past few years. Writing, summarization, translation, planning support, and programming assistance have reached a level that is already more than…
Does the Age of Local LLMs Democratize AI?
— Industrial Reorganization Triggered by Nemotron 3 and the Recurrence of Internet History 1. Nemotron 3 as a Turning Point NVIDIA’s announcement of Nemotron 3 carries significance beyond the release of yet another high-performance language model. What it fundamentally signals…
































