Ethical concerns with using AI in UX design primarily revolve around data privacy, user consent, and transparency. Ensuring that user data is collected, stored, and used ethically is paramount. UX designers must navigate these issues by adhering to strict data protection laws and maintaining transparency with users about how their data is used. Furthermore, avoiding bias in AI algorithms is crucial to ensure fair and equitable user experiences.