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Deux Ex Machina

ICT技術:ICT Technology

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 ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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 ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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 ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

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...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Increasing model size does not make judgment wiser — discomfort with the scaling myth and giant models without design

AI has grown larger. Parameters have increased, training data has expanded, and performance benchmarks continue to be s...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

AI becomes more intelligent by not committing to decisions — Gradients, probabilities, and the posture of deferral, and architectures that resist premature conclusions

AI is fast.Computation finishes in an instant,and answers are returned immediately. Because of this, we unconsciously b...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

The Real Reason Human-in-the-Loop Fails — Why “Human-at-the-End” Loses Responsibility, and the Shift Toward Human-as-Author

Human-in-the-loop (HITL) has long been presented as a safety mechanism for the AI era. The human checks at the end.The ...

ICT技術:ICT Technology人工知能:Artificial Intelligence