AI Quality Engineering — Why the Quality Engineering Becomes Important Again in the Age of AI —
When people talk about AI, most discussions tend to focus on topics such as:
Model accuracy
Data volume
...
2026-03
AI Factory Model — AI Will Become a Manufacturing Industry, Not Just Software
AI Factory Model — AI Is Becoming a Manufacturing Industry
When people talk about AI, most imagine the same thing.
AI ...
Boundary Design: The Seven Boundaries That Safely Stop AI — What AI systems need is not “capability,” but “stopping conditions” —
When designing AI systems,most discussions focus on a single question:
What can AI do?
However, in real systems,there ...
Yield and Boundaries — Why Semiconductor Factories and AI System Design Are Surprisingly Similar
In semiconductor manufacturing,there is one metric that matters more than anything else.
That metric is
Yield.
Yield ...
Five Design Patterns for Successful AI Customer Support — The Key Is Not the Model, but Boundary Design —
Many companies are introducing AI customer support.
However, the outcomes are clearly divided into two groups.
In some...
Can Meta-Learning Learn “Types”? — The Structural Relationship Between Meta-Learning and Ontology Design —
Meta-learning is often described as
“learning how to learn.”
It enables adaptation with very little data.It allows mod...
AI Approximates the World, but It Cannot Approximate Meaning — Continuous Approximation and the Discontinuity of Meaning: Why Meaning Remains in Logic
AI Approximates the World Well
AI approximates the world remarkably well.With astonishing precision and smoothness, it ...
How do we cultivate such designers? — The conditions required for people who can verbalize decision structures, and how to turn experience, failure, and conflict logs into learning.
Up to this point, we have discussed new perspectives required in the age of AI.
The problem is not the ...
Who Is the “Designer” in the Age of AI? — Neither Engineer nor PM, but the Author of Judgment Structure
In the age of AI, the same debate always emerges.
Engineers are critical.PMs are essential.We lack data...
A design that does not define boundaries will inevitably fail — implicit boundaries create accidents, and the cost of articulation becomes the cost of safety.
Accidents appear to happen suddenly.But in reality, they have been prepared for long before they occur.
And their commo...