Katoshi's Research Notes
Research notes by a Software Engineer/System Architect/Ph.D. in Engineering. Exploring the mechanisms of life's origins, essence of life phenomena, and structures of intelligence and society through software development experience.
Latest insights on AI, software development, and thinking methodologies.
Latest Articles
Latest insights on AI, software development, and thinking methodologies.
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...
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Research and thoughts documented since 2025
Last Updated: August 24, 2025