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AI Orchestrator Architecture — A Decision OS for Controlling Multi-Agent AI

In recent years, AI systems have rapidly become more complex. Previously, the typical structure was: One model ...
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Externalizing Judgment in Machine Learning Systems — The Design Philosophy Behind the Decision-Oriented Signal Platform —

Most AI platforms are designed around a single goal: building smarter models. Improve accuracy.Increase inference speed...
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Where Do Humans Remain? — Redefining Human-in-the-loop

Let Us Summarize What We Have Discussed So Far AI does not understand the world. What AI handles is nothin...
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Describe the Discontinuities — Fixing Decision Structures with Ontologies and DSLs

In yesterday’s article,I started from the premise that judgment is not singular,and discussed a multi-agent design that ...
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Judgment Is Not Singular — Multi-Agent Design Built on Structural Discontinuity

As argued in the previous chapter,AI does not understand the world.What it does is nothing more than smooth function app...
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Antimatter, Gravity and its Applications

Introduction The other day, NHK news reported "First Observation of Gravitational Fall of 'Antimatter' Internat...
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Bipolar lithium-ion iron phosphate battery

  Introduction From "Really?" Life expectancy is 1,000,000 km? Toyota's new battery will save Japan! Coming in 202...
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Overview of state space models and examples of implementing time series data analysis using R and Python

Overview of time series data analysis Time-series data is called data whose values change over time, suc...
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What is a function – its history, programming and machine learning

About Functions A function will generally be mathematically defined as a rule that assigns to each element in ...
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Distributed ledger technology and mesh networks for distributed IOT systems.

  Distributed IoT systems Decentralised IoT systems (Decentralised Internet of Things) are systems with a de...
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