# Predict, change, rerun 1. A duplicate ID with a different amount needs review, not automatic first-row selection. 2. Changing the missing policy to unknown means the old zero-fill expected file is no longer authoritative. 3. Do not remove 100 just because it is far from the median. Keep expected behaviour separate from the result actually observed.