The ontology is dynamic. The kernel is fixed.

Closed ontologies fail by maximalism (SNOMED). Schema-free agentic graphs fail by minimalism (Buehler 2025). The kernel-with-extensions pattern sits between, with a four-stage validator that keeps extensions honest.