Skip to content
#

operator-centric

Star

Here are 3 public repositories matching this topic...

ZZZEPOCHE / protect-lock-wrapper-for-LLM-AudioLM-VLM

Star 0

A hardened, operator-defined system prompt that establishes a tamper-evident external governance layer for multimodal frontier LLMs. It enables precise behavioral control by locking the model into a selected developmental profile and attitude mode while enforcing consistent safety boundaries.

ai-safety ai-security llm-security llm-safety llm-acceleration operator-centric outer-governance zzz-epoche outer-layer-governance zzzepoche operator-sovereign profile-lock profile-locked-behavioral-control accesibility-first technofeu
  • Updated Apr 21, 2026

ZZZEPOCHE / LLMS-HALLUCINATION-SESSION-REPORT

Star 0

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 Apr 21, 2026

ZZZEPOCHE / forensic-thread-audit-report

Star 0

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

Improve this page

Add a description, image, and links to the operator-centric topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the operator-centric topic, visit your repo's landing page and select "manage topics."

Learn more