MMP.14:6 - Bias-Annotation

Familiar diagnostics favor failures that are easy to display. Aggregate scores can hide sparse but consequential regimes; selecting the most striking plot can exaggerate ordinary variation. A preferred causal story can make one repair appear uniquely compelled when several produce the same records.

Preserve the intended use, the role of each data portion and the compatible alternatives. Do not transfer support to unrepresented conditions.