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Deux Ex Machina

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence