Why Government AI Excels — and What Is Still Not Designed Yet
■ Introduction
In recent years, the development of government AI has been accelerating across countries.
For example, ...
How to Find Knowledge in the Depths of the Long Tail — The Limits of Search and Exploration with Decision Trace Model × Multi-Agent
■ Introduction
When I was working on providing solutions in manufacturing environments,I realized one important fact:...
AI Generates Worlds. Decision-Making Selects Reality — Understanding the Nature of Decisions through Possible Worlds, ASP, and the Decision Trace Model
■ 1. The World Is Not Singular
We usually assume that reality is singular.
However, in logic, this is not the case.
👉...
Structure Changes the World — Making Information Usable
The other day, I visited an exhibition and saw works by Shiba Kōkan.
The painting depicted an Edo landscape. At first...
Interposer Technology Accelerating Optoelectronic Convergence — Semiconductors Evolve from “Computation” to “Connectivity” —
■ Introduction
The evolution of AI has so far been driven by improvements in compute performance.
Parallel proce...
Decision Trace Model × Multi-Agent Transforming Logistics (Delivery & Transportation) — Evolving from Optimization to Execution-Driven Decision Systems —
Introduction
In logistics operations, the following challenges occur on a daily basis:
Delivery delays
Variab...
Graph Neural Networks: A Technology Between Continuous Approximation and Semantic Discontinuity — Can AI Get Closer to Meaning?
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Why AI Still Can't Learn Human Decisions | Graph Neural Networks & Decisio...
The New Form of Manuals Enabled by Decision Trace Model × Multi-Agent
Introduction
Traditional manuals have been designed to tell us:
👉 What to do
However, what is truly needed in real-wo...
The Next Evolution of Computer Vision AI How Decision Trace Model × Multi-Agent Systems Transform Quality Inspection, Healthcare, and Infrastructure
The Evolution of Vision AI: From Detection to Decision Systems
So far, vision AI has primarily evolved as a technology ...
From LLMs to Multi-Agent Systems: How Semiconductor Architecture Is Moving from Compute to Decision
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How AI Is Changing Semiconductor Architecture — From LLMs to Multi-Agent Intel...