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ProblemMap/GlobalFixMap/Eval/README.md
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@ -97,6 +97,14 @@ no smoke test subset for fast regression checks
> If you want full consultation and prescriptions, go back to the Emergency Room lobby.
</details>
> **Evaluation disclaimer (GlobalFixMap · Eval)**
> The Eval section describes patterns and tools for building evaluation loops around AI systems.
> All example scores, thresholds and labels are illustrative and depend on the local environment in which they were produced.
> They should be read as diagnostic hints and design patterns rather than as evidence that any specific model or system has been scientifically validated.
> If you adopt these ideas, please re run the evaluations in your own stack, check sensitivity to configuration changes and document the limits of what your numbers actually support.
---
A hub to **prove fixes actually work and won’t regress**.
Use this folder when you want to validate that your RAG / LLM pipeline changes are stable, measurable, and reproducible.
The goal is to prevent “double hallucination,” enforce acceptance gates, and keep evaluation pipelines auditable.