Why AI Needs Runtime-Based Decision Structures
The rapid evolution of generative AI is transforming AI systems from simple “conversation systems” into “action systems....
Multi-Agent Coordination: How to Connect AI Agents to Society
As generative AI evolves,
AI is beginning to move beyond being merely a chat tool.
Today, AI is starting to:
Ga...
Physical AI Does Not End with “Embodied Intelligence” — Decision Structures in the Age of Physical AI through the Lens of DTM and the Intelligence Field —
Introduction
In recent years, AI has rapidly begun expanding into the physical world.
Robotics
Autonomous driving
...
I will give a remote talk on May 28: “Designing AI Systems with Embedded Decision-Making” — Structuring Human Thought and Judgment into AI Systems —
On May 28, I will give a talk at the 178th Square Free Seminar on the theme:
Designing AI Systems with Embedded Decis...
DTM Application Example 1: How to Handle Weak Signals, Ambiguity, and Human Gates — A Practical Decision Trace Model Case Study Through a Thermal Instability Scenario —
As generative AI, RAG, and multi-agent systems continue to spread across enterprises, a new class of problems is emergin...
Rethinking DTM — What It Means to Connect AI to Human Society
As I continued writing blog posts and organizing them into books such as:
AI Is Not Prediction. It Is Decision. — A...
『Intelligence Field Economics』 — Trust, Knowledge and Coordination in the AI Era —
The Internet was originally built as an infrastructure for distributing information.
The Web.
Search engines.
Socia...
The True Nature of the Cold Start Problem — Not Data Scarcity, but the Absence of Decision Structure
Machine learning becomes stronger with large amounts of data.
This is true.
However, in the real world of business and...
AI Agent Economy
AI Is Evolving from “Labor” to “Economic Actor”
Today’s AI is mainly used as:
a system that assists human work.
...
Why Information Is Losing Its Value
Introduction
AI Has Begun Destroying the Scarcity of Information
For a long time,
information itself was value.
...