ICT技術:ICT Technology

How the Relationship Between Humans and Documents Is Changing — Redefining “Read, Write, and Decide” with Decision Trace Model × Multi-Agent Systems —

We interact with documents every day. Estimates Contracts Reports Design documents Emails Yet, thi...
ICT技術:ICT Technology

Transforming Regulatory Compliance in Manufacturing: A New Approach with the Decision Trace Model × Multi-Agent Systems

As we have seen, with the evolution of AI, a new approach has become increasingly important: Extracting decision-...
ICT技術:ICT Technology

Why AI Failed to Eliminate Variability — Why Knowledge Alone Was Not Enough, and What Really Matters —

When I was working on AI solutions,I kept hearing the same request from clients again and again: “We want to eliminate ...
Uncategorized

AI Orchestrator Architecture — A Decision OS for Controlling Multi-Agent AI

In recent years, AI systems have rapidly become more complex. Previously, the typical structure was: One model ...
ICT技術:ICT Technology

When AI Decisions Are Externalized, What Remains for Humans? — Humans as the Subject of Judgment and Their Evolution —

Recent years have seen a fundamental shift in AI systems. Instead of making decisions as a “black box” inside the syst...
ICT技術:ICT Technology

Decision Trace Model with GNN — Making Decision-Making a Learnable Structure —

In recent years, AI systems have evolved from simple predictive models into systems that generate decisions. At the c...
ICT技術:ICT Technology

Multi-Agent AI Orchestration and the Decision Trace Model — Distributed Decision-Making and Its Control Structure —

n recent years, many AI systems have begun shifting from single-model architectures to multi-agent structures. For exam...
ICT技術:ICT Technology

AI System Blueprint — A Decision Architecture Built on Event / Signal / Decision / Boundary / Human / Log

When we talk about AI,most discussions focus on: Models Data Algorithms However, in reality,AI systems d...
雑記:Miscellaneous

Kitakata Kenzo’s Suikoden — A Tale of Heroes Born in the Song Dynasty and the Origins of Japanese Culture

Recently, seeing Kitakata Kenzo’s version of Suikoden being broadcast on WOWOW reminded me of this work for the first...
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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