https://www.youtube.com/watch?v=Sir59K8ZDPU
Why Agentic Systems Need Ontologies — Frank Coyle, UC Berkeley
AI Engineer
2026-07-23
"...most agent failures, from brittle tools to fragile handoffs, are symptoms of one missing layer: a formal ontology sitting outside the model as logical guardrails."