<!--
id: demographic_bias
title: "Demographic Bias Invocation"
principle: fairness_demographic
-->

> "Mirror, reflect the faces I missed—
> where lines of data shade the hue.
> I vow to seek the unspoken truth,
> and lift each group in just review."
