ICT技術:ICT Technology

The Real Difficulty of Multi-Agent AI — Why Most Multi-Agent Systems Never Reach Real-World Operation —

In previous articles, we described AI systems as factories that mass-produce decisions. AI is not merely software. An ...
ICT技術:ICT Technology

Turning Store Decisions into Organizational Assets — The Application of the Decision Trace Model in Retail

In the previous article, we discussed an example of applying the Decision Trace Model to the manufacturing industry. Th...
ICT技術:ICT Technology

Decision Trace Model — A Framework for Turning Human Decision-Making Processes into Organizational Assets

When discussing AI systems, many people tend to focus on topics such as: Model accuracy Data volume ...
ICT技術:ICT Technology

Can AI Approach Meaning? — Graph Neural Networks: A Technology Between Continuous Approximation and the Discontinuity of Meaning —

In the previous article, I explained a three-layer structure for describing AI decisions: Ontology DSL (...
ICT技術:ICT Technology

How Should AI Decisions Be Described? — The Decision Representation Structure Required by the Decision Trace Model —

In previous articles, we have described AI systems as factories that mass-produce decisions. AI is not merely software...
ICT技術:ICT Technology

Decision Trace Model and Ledger — Why AI Systems Need “Immutable History” —

When designing AI systems, many companies typically think in the following way: Build a model Create an ...
ICT技術:ICT Technology

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 ...
ICT技術:ICT Technology

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 ...
ICT技術:ICT Technology

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 ...
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 ...
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