Designing AI-first interfaces requires a focus on the underlying user experience rather than just the visual elements. The Iceberg UX model emphasizes the importance of addressing the invisible layers of user experience, such as error handling and trust-building mechanisms, to ensure that AI products are reliable and user-friendly. By prioritizing these aspects, teams can create AI systems that users feel confident interacting with, even when faced with uncertainties.