AI & Machine Learning
Theories and applications related to artificial intelligence, machine learning, and deep learning.
Subcategories
You can explore more specific topics.
Knowledge Engineering
Techniques for embedding human expert knowledge into computer systems, including knowledge representation and inference.
Natural Language Processing
The technology that enables computers to understand and generate human language.
Speech Synthesis
The technology for artificially generating speech from text information.
Articles
21 Articles
Towards an Era Without Walls: Creating a 30-Language Blog Site
Aug 24, 2025
This article details the creation of a 30-language blog site using generative AI, specifically Google's Gemini. The author, a system engineer, describes a system built using the Astro framework that ...
Development-Driven Development and Refactoring-Driven Testing
Aug 19, 2025
This article introduces "Development-Driven Development" and "Refactoring-Driven Test," two novel approaches to software development leveraging generative AI. Development-Driven Development focuses o...
Time Compression and Blind Spots: The Need for **調速** (Speed Regulation)
Aug 16, 2025
The article discusses the accelerating pace of AI technological progress, creating a "Chronoscramble Society" where individuals' perceptions of time and technological advancement differ significantly....
GitHub as an Intellectual Mine
Aug 15, 2025
This article proposes GitHub's evolution into an "Intellectual Mine," a central repository for various documents beyond software code, serving as raw material for "Intellectual Factories." These fact...
Idea Gestalt Collapse
Aug 14, 2025
The article introduces "Idea Gestalt Collapse," a phenomenon where overanalyzing a concept leads to its breakdown. Using the example of a "chair," it argues that focusing on functionality, relativity...
Learning to Learn: Innate Intelligence
Aug 13, 2025
This article explores the nature of intelligence in AI, proposing that both AI and human brains possess an innate ability to learn how to learn, termed "Natural Born Frameworker." It distinguishes be...
Chronoscramble Society
Aug 12, 2025
The article introduces the concept of a "Chronoscramble Society," where the advent of generative AI creates significant discrepancies in individuals' perceptions of time, surpassing traditional divide...
The Age of Simulation Thinking
Aug 12, 2025
Generative AI is revolutionizing software development and simulation. The author describes building an "Intellectual Factory," a system using generative AI to create various content from original mate...
Experience & Behavior
Aug 10, 2025
The article contrasts traditional Specification and Implementation-Based Engineering with a proposed Experience & Behavior Engineering. Traditional methods focus on aligning implementation with pre-d...
Knowledge Crystallization: Wings Beyond Imagination
Aug 10, 2025
This article introduces the concept of "knowledge crystallization," a process of abstracting and organizing existing knowledge to reveal deeper connections and insights. Using the example of flight a...
Artificial Learning Intelligence System: The ALIS Concept
Aug 9, 2025
The ALIS (Artificial Learning Intelligence System) concept integrates innate learning (neural network-based supervised learning) with acquired learning. ALIS's core is extracting, storing, and utiliz...
Natural Language Machine Learning
Aug 8, 2025
Natural language machine learning leverages pre-trained Large Language Models (LLMs) to enable learning from textual data, unlike traditional machine learning that relies on numerical data. A basic m...
Automated Presentation Video Generation from Blog Posts
Aug 6, 2025
This article details the author's development of a system that automatically generates presentation videos from blog posts using generative AI. The core challenge was generating presentation material...
Attention Mechanism as Micro Virtual Intelligence
Aug 6, 2025
The article explores the Attention Mechanism in Transformer-based generative AI, comparing it to the concept of 'virtual intelligence.' The Attention Mechanism, described as the core of the Transforme...
Dimensions of Spatial Perception: The Potential of AI
Jul 30, 2025
This article explores the potential of AI to perceive and utilize higher-dimensional spaces, exceeding human capabilities. Humans perceive 3D space by interpreting 2D visual data; the author proposes...
The Age of Symphonic Intelligence
Jul 30, 2025
This article explores the future of generative AI in business, focusing on the shift from using AI as a tool for iterative tasks to incorporating it into systems for flow-based work. Iterative work, ...
Orchestration of Virtual Intelligence
Jul 30, 2025
This article introduces "intelligence orchestration," a method of using a single AI to perform complex tasks by switching between multiple virtual intelligences with different roles, similar to system...
Flow Work Conversion and Systems: The Essence of Generative AI Utilization
Jul 29, 2025
This article emphasizes the crucial role of "flow work conversion" and systematization in maximizing the productivity and quality improvements offered by generative AI. It distinguishes between "iter...
Omnidirectional Engineers in the Liquidware Era
Jul 28, 2025
Generative AI significantly impacts software development, enabling automated programming and ushering in the "Liquidware" era. Liquidware refers to software highly customizable by users via generative...
The Fate of Thinking: AI and Humanity
Jul 12, 2025
This article explores the shift in thinking required of humans in an AI-driven world. The author argues that while AI will handle intellectual labor, a new form of thinking, focusing on 'individual o...
Invitation to Business Process-Oriented Software
Jul 11, 2025
This article introduces business process-oriented software, a new approach to software development that integrates business manuals and input information into a single executable file. Unlike traditi...