Ontology-Amplified Distillation and Contextuality Auditing for Sovereign Enterprise Language Models: A Combined Proof-of-Mechanism and Negative-Results Method Study

The paper explores ontology-amplified distillation and contextuality auditing to adapt sovereign enterprise language models for regulated financial institutions.

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