Why Enterprise AI Needs Ontology Before It Needs More Models
Dev.to AI
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AI Hardware
AI Business
Why Enterprise AI Needs Ontology Before It Needs Models 98-Point Security Score, 610 Tests All Green, 4 Validation Layers - and 22 Hidden Failures Nobody Could Detect. A Real-World Case for Ontology-Driven Governance. The Incident April 7, 2026, AM. A notification wakes me up. It's an ArXi paper digest that was supposed to arrive at AM. At the same time, a system monitoring alert fires at AM - right when my "Agent Dream" engine (a nightly deep-analysis job) should have exclusive GPU access. The dream never arrives. This shouldn't have happened.