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ZZZEPOCHE / LLMs-hallucination-session-report

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ARCHIVED - Forensic-style analysis report examining a 9-turn interaction with a general-purpose large language model. The session involved a simple profile analysis task using sparse input data and revealed recurring patterns such as ungrounded fabrication, narrative expansion, verbosity, and drift from strict constraints.

profile-search verbosity drift ai-safety human-in-the-loop hallucination drift-detection profile-analysis llm-safety hallucination-detection hallucination-mitigation operator-centric outer-governance zzz-epoche outer-layer-governance zzzepoche
  • Updated Jun 1, 2026

ZZZEPOCHE / forensic-thread-audit-report

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ARCHIVED - 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 zzzepoche techno-feudalism technofeudalism
  • Updated Jun 1, 2026

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