Testing generative AI requires us to expand our UX research toolkit. We can no longer rely solely on prototyping predictable flows. Instead, we must adopt a multi-pronged strategy that assesses not just the interface’s usability but also the quality of its output and its alignment with deeply ingrained user mental models.