AI Large-Model Wave and Transformation Guide

Aug 8, 2026 · Artificial Intelligence

Is Your “Ontology Product” Just an Advanced Intelligent Query Engine?

The article argues that many so‑called ontology products are merely visual graph databases with entity‑extraction pipelines and prompt engineering, lacking formal semantics and an external reasoning engine, and therefore cannot enforce logical constraints or act as true ontologies.