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Deux Ex Machina

ICT技術:ICT Technology

How to Integrate LLM Agents into an AI Orchestrator — Using Generative AI Within a Decision Structure —

In recent AI systems,LLM (Large Language Model) agents are increasingly used in various contexts. For example: ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Designing an AI Orchestrator — Implementing Decision Structures using GNNs, Ontologies, DSLs, and Behavior Trees

n the previous article, I described AI systems as: “factories that produce decisions.” An AI system is not just softwa...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

The Real Difficulty of Multi-Agent AI — Why Most Multi-Agent Systems Never Reach Real-World Operation —

In previous articles, we described AI systems as factories that mass-produce decisions. AI is not merely software. An ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Turning Store Decisions into Organizational Assets — The Application of the Decision Trace Model in Retail

In the previous article, we discussed an example of applying the Decision Trace Model to the manufacturing industry. Th...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Decision Trace Model — A Framework for Turning Human Decision-Making Processes into Organizational Assets

When discussing AI systems, many people tend to focus on topics such as: Model accuracy Data volume ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Can AI Approach Meaning? — Graph Neural Networks: A Technology Between Continuous Approximation and the Discontinuity of Meaning —

In the previous article, I explained a three-layer structure for describing AI decisions: Ontology DSL (...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

How Should AI Decisions Be Described? — The Decision Representation Structure Required by the Decision Trace Model —

In previous articles, we have described AI systems as factories that mass-produce decisions. AI is not merely software...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

Decision Trace Model and Ledger — Why AI Systems Need “Immutable History” —

When designing AI systems, many companies typically think in the following way: Build a model Create an ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

AI Quality Engineering — Why the Quality Engineering Becomes Important Again in the Age of AI —

When people talk about AI, most discussions tend to focus on topics such as: Model accuracy Data volume ...

ICT技術:ICT Technology人工知能:Artificial Intelligence

ICT技術:ICT Technology

AI Factory Model — AI Will Become a Manufacturing Industry, Not Just Software

AI Factory Model — AI Is Becoming a Manufacturing Industry When people talk about AI, most imagine the same thing. AI ...

ICT技術:ICT Technology人工知能:Artificial Intelligence