Ontological reasoners built on RDFS and OWL can serve as guardrails to keep LLMs 'on track' and 'honest' by validating outputs against domain logic before accepting them.

normativepending

Speaker

Frank Coyle

Evidence Quote

you can have a reasoner built on ontology to check keep the LLM on track, have guardrails to keep it honest.

Source

Why Agentic Systems Need Ontologies — Frank Coyle, UC BerkeleyAI Engineer
Created: 8/12/2026, 5:57:54 PM

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