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Deux Ex Machina

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...

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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人工知能:Artificial Intelligence

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

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

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

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

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

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