ICT技術:ICT Technology Decision Trace Works Without AI — A New Design Paradigm for Decision Systems
Introduction
When people talk about AI, many assume the following:
“Without AI, there is no value.”
However, this ass...
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Deux Ex Machina
ICT技術:ICT Technology Uncategorized From Recording Expertise to Reproducible Decision-Making — How Decision Trace Model × Multi-Agent Transforms Knowledge Transfer in Manufacturing
Introduction
Manufacturing is now at a major turning point.
Retirement of veteran engineers
Severe labor shor...
ICT技術:ICT Technology Safety Design in the Age of Agents — From Autonomous Execution Engines to Controllable Decision Systems
Introduction
In recent years, AI companies such as Anthropic have significantly advanced agent technologies.
AI is no ...
ICT技術:ICT Technology A Machine Learning Infrastructure for Assetizing and Evolving Decision Data — Decision Trace Ledger × GNN Core
■ Introduction
Until now, AI has evolved as a system that handles signals, such as:
Predicting
Classifying
...
ICT技術:ICT Technology Decision Trace Studio — A new foundation for designing, executing, and improving decision-making
Introduction
AI is already highly accurate.
It can classify.It can predict.It can generate text.
And yet, in real-wor...
ICT技術:ICT Technology The Minimum Architecture for Decision-Capable AI — Light DTM Starter Kit Released
Introduction
AI is already sufficiently intelligent.
It can classify.
It can predict.
It can generate text.
And...
ICT技術:ICT Technology What is Cognitive Orchestration? — A Cognitive Architecture of Stability × Creativity × Variation Extending Reinforcement Learning
Introduction
AI has traditionally been discussed within two primary frameworks:
Prediction
Reinforcement Lear...
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:
...
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....