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Mind the Gap: Interpolants, Ontologies, and the Quiet Engineering of AI Reasoning

Deletion sounds simple until the system still knows the thing you deleted. A company removes a sensitive supplier label from its knowledge graph. A hospital publishes a subset of a medical ontology without exposing internal diagnostic codes. A compliance team rewrites a rule base so external partners can query it without seeing the original vocabulary. Everyone nods. The data is “sanitized.” The schema is “simplified.” The private terms are gone. ...

December 10, 2025 · 19 min · Zelina