## Dataset Summary

This repository contains a set of conceptual and structural documents focused on alignment in AI systems and decision processes.

The materials are intended for:

- researchers exploring evaluation beyond benchmarks
- practitioners working with AI systems in production environments
- anyone dealing with metric-driven or proxy-based systems

## Intended Use

These documents are not training data or labeled datasets.

They are intended as:

- conceptual references
- evaluation frameworks
- system design heuristics

## Limitations

These are not empirical studies or benchmark results.

They do not provide quantitative validation, but instead focus on structural patterns and failure modes observed across systems.