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AI engineers are rediscovering ontologies as a way to keep probabilistic agents inside deterministic boundaries. We delve into presentations from @coyle_frankp and @emileifrem from the @aiDotEngineer World's Fair, to see how technologies from the old web are being used to keep LLMs honest and agents on track.