How Should We Evaluate Multi-Agent Systems?
As generative AI continues to evolve, AI is moving beyond standalone models toward multi-agent systems, where multiple A...
New Book Announcement AI Operations Architecture: Enterprise AI Gateway and the Practice of DecisionOps
Over the past few years, generative AI has rapidly become part of everyday business operations.
From document creatio...
Minimal Runtime OS Architecture and DTM — Learning from Desktop OS and Embedded OS Design
In the age of AI, the concept of “Runtime OS” is becoming increasingly important.
However, when thinking about Runtim...
AI Can Produce the “Correct Answer,” But Organizations Still Stop — The Era of Multi-Agent Conflict in Legal and Professional Services —
With the rapid evolution of generative AI,
AI adoption is accelerating even in the fields of:
legal services,
audit...
Why DSL Alone Is Not Enough — Stabilizing Inputs with the Decision Trace Model × Multi-Agent Systems —
Chinoba — Governance Runtime for the AI Era:
chinoba.org
Introduction
Large Language Models (LLMs) are extremely po...
Human-in-the-loop Runtime: Why the AI Era Needs More Than Automation
As generative AI continues to evolve,
many kinds of work are beginning to be automated.
Text generation.
Analysis.
...
Can AI “Decide Policy”? — Why DTM and Government Runtime Will Become Necessary —
With the evolution of generative AI and multi-agent technologies,AI adoption in government and public administration is ...
Runtime OS — Why Operating Systems Are Becoming Important Again in the Age of AI
Most of us rarely think about the operating system (OS).
Yet in reality, every process running on a computer depends ...
What Are AI Defects? — The Core of AI Yield
In Manufacturing, There Is a Fundamental Question
In manufacturing, there is one fundamental question.
That question i...
DTM Case Study 2: When Past Approvals Freeze Present Decisions — The Danger of Decision Inertia in Pharmaceutical Development —
In pharmaceutical development,
the fact that a drug has already been approved in the past
becomes an extremely powerfu...