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.
human-in-the-loop meta-audit llms human-ai-collaboration token-efficiency llm-audit context-integrity outer-governance zzz-epoche operator-centric-ai llm-error-correction determistic-scaffolding outer-layer-governance zzzepoche techno-feudalism technofeudalism
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Updated
Apr 21, 2026