ICT技術:ICT Technology Decision Trace Model with GNN — Making Decision-Making a Learnable Structure —
In recent years, AI systems have evolved from simple predictive models into systems that generate decisions.
At the c...
人工知能:Artificial Intelligence
ICT技術:ICT Technology ICT技術:ICT Technology Multi-Agent AI Orchestration and the Decision Trace Model — Distributed Decision-Making and Its Control Structure —
n recent years, many AI systems have begun shifting from single-model architectures to multi-agent structures.
For exam...
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...
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
...