04:00
2026-07-15
arxiv.org
artificial-intelligence
Ontology-Amplified Distillation and Contextuality Auditing for Sovereign Enterprise Language Models: A Combined Proof-of-Mechanism and Negative-Results Method Study
A proof-of-mechanism study of ontology-amplified distillation found that a Qwen3.6-27B student model, fine-tuned on 47 synthetic English-language preference pairs using Foundation AgenticOS ontology, …