Data Bricklaying Diary
Aug 17, 2026 · Artificial Intelligence
Don't Overhype Ontology: A Three-Gate Framework for AI Semantic Decisions
This article warns against treating ontology as a universal solution for AI scenarios, distinguishing semantic governance, deterministic computation, and dynamic reasoning, and provides a three-gate decision framework to evaluate when ontology adds value versus when simpler mechanisms suffice.
AI architectureLarge Language ModelsSemantic Governance
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