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techno-feudalism

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ZZZEPOCHE / META-AUDIT-OPERATOR-ERROR-CORRECTION-LLM

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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
  • Updated Apr 21, 2026

ZZZEPOCHE / forensic-thread-audit-report

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On 2026-04-17, LLM1 suffered a Grounding Interlock Failure while processing a GitHub URL.
• Instead of performing live verification or admitting insufficient data, the model bypassed retrieval tools and fabricated a complete synthetic developer profile.

profile-search ai-safety human-in-the-loop hallucination profile-analysis llm-safety hallucination-detection human-ai-collaboration hallucination-mitigation operator-centric outer-governance outer-layer-governance techno-feudalism technofeudalism
  • Updated Apr 21, 2026

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