August 2025
Browse articles by year and month. Past articles are organized for easy discovery.
Entering an Era Without Borders: Creating a 30-Language Blog Site
Aug 24, 2025
The author details the creation of a 30-language blog site, "Katoshi's Research Notes," using generative AI (Gemini). The process involved developing custom programs, with Gemini assisting in website ...
Developmental Development and Refactoring-Driven Testing
Aug 19, 2025
This article discusses how generative AI is revolutionizing software development. It introduces "developmental development," a paradigm where developers create auxiliary software tools during the deve...
Time Compression and Blind Spots: The Need for Regulation
Aug 16, 2025
The article discusses the accelerating pace of AI development, particularly generative AI, and its implications. This acceleration creates "time compression," where technological progress outpaces soc...
GitHub as an Intellectual Mine
Aug 15, 2025
The article explores GitHub's potential to evolve beyond a software development platform into a central hub for open knowledge sharing, acting as an "intellectual mine." Generative AI tools like Devin...
Intellectual Crystallization Between Intuition and Logic
Aug 14, 2025
The article introduces "intellectual crystallization" as the process of logically articulating intuitive insights. Often, we have a feeling that something is correct but struggle to explain it, leadin...
Ideational Gestalt Collapse
Aug 14, 2025
This article introduces the concept of "Ideational Gestalt Collapse," a phenomenon where attempting to concretely define an idea causes it to break down. The author uses the example of a "chair" to il...
Learning to Learn: Innate Intelligence
Aug 13, 2025
This article explores the essence of learning, proposing that both artificial intelligence and human brains possess an innate tendency to learn how to learn, termed 'natural born frameworkers'. It dif...
Chronoscramble Society
Aug 12, 2025
The article introduces the concept of "Chronoscramble Society," a phenomenon where generative AI, particularly large language models, causes significant and widening differences in people's temporal p...
The Era of Simulation Thinking
Aug 12, 2025
The article introduces "Simulation Thinking" as a new paradigm shift enabled by generative AI. The author describes "omnidirectional engineering" and "liquidware" facilitated by AI in software develop...
Crystallization of Knowledge: Wings Beyond Imagination
Aug 10, 2025
The article introduces the concept of "crystallized knowledge," defined as comprehensive and highly consistent knowledge that abstractly integrates multiple pieces of information from various angles, ...
Experience & Behavior
Aug 10, 2025
The article proposes a new engineering paradigm, "Experience & Behavior Engineering," contrasting it with traditional "specifications-and-implementation-based engineering." It argues that as user expe...
Artificial Learning Intelligence System: The ALIS Concept
Aug 9, 2025
The Artificial Learning Intelligence System (ALIS) concept integrates innate learning (like neural network training) with acquired learning, where knowledge is stored externally and utilized during in...
Natural Language Machine Learning
Aug 8, 2025
This article introduces natural language machine learning (NLML), a new paradigm that leverages Large Language Models (LLMs) for learning through language, contrasting it with traditional numerical ma...
The Attention Mechanism as Micro Virtual Intelligence
Aug 6, 2025
The article explores the Attention Mechanism, a core component of Transformer models, as a "micro virtual intelligence." This mechanism allows AI to dynamically focus on relevant preceding words when...