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How to Control AI Agent Autonomy: Designing “Autonomy Control” for the Age of AI Coordination

🎥 The YouTube version is also available Autonomy Control for AI Coordination — Governing Multi-Agent Systems at Runti...
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“What’s Chinoba” Introduction Video Completely Updated — From Decision Trace to a Trust-Connected Intelligence Infrastructure

Chinoba has completely updated its “What’s Chinoba” slide video, which introduces the concept and overall vision of the ...
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What Is the Relationship Economy? In the Age of AI, the Center of the Economy Is Shifting from Transactions to Relationships

🎥 The YouTube version is also available The Relationship Economy: How AI Is Transforming Value, Trust, and Business ...
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Chinoba Case Study #01 Why Is Generative AI “Correct” but Still Not Usable? The Context Gap Problem and the Chinoba Platform

Introduction Generative AI has become remarkably powerful. It can summarize documents, write code, review contract...
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Chinoba Case Study #02 Why Are Autonomous AI Systems So Difficult to Control? The Autonomy Control Problem and Runtime OS

Introduction Generative AI is rapidly evolving. Large Language Models are no longer simple chatbots that answer questi...
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What AI Adoption Really Needs Is a “Governance Runtime”

Books: Runtime Al Governance Practical Guide: Dynamic Al Governance Design through Knowledge Flow, Trust Engine, and Dec...
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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...
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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...
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AI Agent Economy

AI Is Evolving from “Labor” to “Economic Actor” Today’s AI is mainly used as: a system that assists human work. ...
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Should AI Aim for the “Ultimate Intelligence”? Intelligence Field and the Redesign of the Conditions for Social Existence

Previously, when thinking about the relationship between Bauhaus design philosophy and AI, I wrote that what truly matte...
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