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:
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人工知能:Artificial Intelligence
ICT技術:ICT Technology 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:
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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
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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 ...