ICT技術:ICT Technology Why the Same AI Leads to Different Decisions — The Invisible Design of Decision Priorities
Introduction
In the past, I implemented AI using Light DTM (Decision Trace Model) in two very different domains:
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Deux Ex Machina
ICT技術:ICT Technology ICT技術:ICT Technology Lightweight DTM for Building “Decision-Capable AI” — Can Customer Support Truly Be Automated?
■ Introduction
When I talk about the Decision Trace Model (DTM), I often hear:
“That kind of rich design is not fe...
ICT技術:ICT Technology What Multi-Agent Orchestrator Core Can Do — The Execution Layer of a Decision System
Introduction
To realize a Decision System,it is not enough to simply separateSignal (predictions, scores) and Decision....
ICT技術:ICT Technology Why AI Can’t Make Decisions — The Reason We Built Decision Trace Ledger Core
Introduction
Most modern AI systems are designed around:
Prediction
Scoring
Classification
In other wor...
ICT技術:ICT Technology Is Kaizen Only Possible by Humans? Decision Trace Model × Multi-Agent Systems Unlock the Next Evolution of Improvement
In manufacturing, improvement (Kaizen) holds a special meaning.
Insights from the shop floor
Ingenuity of worker...
ICT技術:ICT Technology Creativity as Variation — The Essence of Human Creativity Revealed by LLMs and the Design of Controllable Creativity —
Introduction
One of the most fascinating applications of large language models (LLMs) is:
Creative Generation
For exa...
ICT技術:ICT Technology How Does AI Make Decisions in a World Without Data? — The Potential of Decision Systems in Medical Triage —
1. The Question
Can AI do anything without data?
Most AI systems today assume one thing:
👉 Data comes first
But in m...
ICT技術:ICT Technology From IoT as a Detection System to an IoT as a Decision System — The Next Generation of IoT Enabled by the Decision Trace Model × Multi-Agent Systems —
The Evolution of IoT
IoT has evolved as a technology for
👉 visualizing the state of the field
Collecting data t...
ICT技術:ICT Technology What is a Decision System? — From AI Prediction to Decision Systems
■ What is a Decision System?
A Decision System is a mechanism that transformsAI-generated “signal-like outputs” into ac...
ICT技術:ICT Technology What Is DSL? A Design for Adding Rigor to Prompts and the Decision Trace Model
With the rise of generative AI, prompts have rapidly moved to the center of many systems.
We instruct AI using natura...