ICT技術:ICT Technology

AI System Blueprint — A Decision Architecture Built on Event / Signal / Decision / Boundary / Human / Log

When we talk about AI,most discussions focus on: Models Data Algorithms However, in reality,AI systems d...
雑記:Miscellaneous

Kitakata Kenzo’s Suikoden — A Tale of Heroes Born in the Song Dynasty and the Origins of Japanese Culture

Recently, seeing Kitakata Kenzo’s version of Suikoden being broadcast on WOWOW reminded me of this work for the first...
ICT技術:ICT Technology

AI Decision Ledger — A Foundation for Storing AI Decision Histories

As AI systems begin to participate in societal decision-making,there is a fundamental problem we can no longer avoid: 👉...
ICT技術:ICT Technology

LLMs Do Not Possess “Decision Logic” — Claude Code, Prompting, and the Architecture of Externalized Decision-Making

In recent years, the way we use LLMs has diverged into two major approaches. One isusing tools like Claude Code to gene...
ICT技術:ICT Technology

How to Integrate LLM Agents into an AI Orchestrator — Using Generative AI Within a Decision Structure —

In recent AI systems,LLM (Large Language Model) agents are increasingly used in various contexts. For example: ...
ICT技術:ICT Technology

Designing an AI Orchestrator — Implementing Decision Structures using GNNs, Ontologies, DSLs, and Behavior Trees

n the previous article, I described AI systems as: “factories that produce decisions.” An AI system is not just softwa...
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 (...
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