# Predict, change, rerun

1. Augment the test rows: fail the experiment design even if a score improves.
2. Use a shift that crosses a real label boundary: reject the label-preservation assumption.
3. Count transformed copies as new independent observations: flag pseudoreplication.

Keep expected behaviour separate from the result actually observed.