Why Agentic Systems Need Ontologies — Frank Coyle, UC Berkeley
Ontologies provide essential knowledge structure for agentic AI systems to reason effectively
“There's no fail. There's only make.”
UC Berkeley educator Frank Coyle opens a talk on why agentic systems need ontologies, tracing agent concepts back to 1956 and ontologies to Aristotle. However, the transcript is almost entirely preamble — educational philosophy and historical background — with the actual technical argument cut off before delivery. No substantive engineering or design signal is present in this excerpt.