This report presents a meta-audit of a 7-turn interaction between an Operator and a frontier LLM concerning the integration of security and file-system robustness features into a LLM governance framework.
meta-audit llms token-efficiency llm-audit context-integrity outer-governance operator-centric-ai llm-error-correction determistic-scaffolding high-signal-operator
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Updated
Apr 11, 2026