# Release Notes

This upload-oriented packaging splits the SimplexUQ artifact into:

- `SimplexTasks-12-data`: dataset-style release with frozen derived arrays,
  task cards, configs, summaries, and restricted-asset notes.
- `simplexuq-code`: anonymous code bundle with benchmark runners, rebuild
  scripts, figure/table reproduction helpers, and environment files.

The benchmark is artifact-first. It is designed to evaluate conformal wrappers
on fixed simplex-valued predictor outputs rather than to retrain predictors or
to mirror restricted raw assets.