Trust Infrastructure in the Age of AI — Traceable Trust and Trust Infrastructure —
Society has always been built on various forms of trust.
National trust
Corporate trust
Brand trust
Banking trust
...
Agent Orchestration Lead — A New Role as the Coordinator of AI Agents —
Inside enterprises, AI is rapidly beginning to take on “roles.”
Previously, AI existed mainly as a system that simply...
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...