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Writing on knowledge graphs, ontologies, and data-centric architecture

Articles and working notes from the people at Semantic Arts, newest first.

Shadow AI vs Shadow AI IT: The Next Enterprise Risk

by Dave McComb | AI-Ready Data

Shadow AI—the unsanctioned use of generative AI tools by employees—is emerging as a major enterprise risk. This article explains how it differs from Shadow IT, why it’s harder to detect, and how data-centric architecture can help organizations govern AI safely.

Building an Ontology with LLMs

by Dave McComb | AI-Ready Data

An LLM can produce an ontology that loads and passes a reasoner in minutes. Why Dave McComb would still throw out every line of it, and what LLMs are good for instead.

A Knowledge Model for Explainable Military AI

by Dave McComb | AI-Ready Data

Forrest Hare of Summit Knowledge Solutions on the DIA Knowledge Model, which uses the Basic Formal Ontology to bring moving and stationary objects into one intelligence picture.

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