# How to cause a compliance failure

> Imagine using AI to rank job applicants, then showing a recruiter only the top names. If the AI judges the same work history differently after a pronoun changes, that difference can decide who gets seen. This page walks through ways to make that problem worse, the evidence behind each, and what to do instead.