How would you design UI and UX around AI latency and multimodal features?

Focus on how to create a seamless user experience that accommodates the inherent delays associated with AI processing. Discuss specific UI elements that can provide feedback to users during latency, such as loading indicators or progress bars, and how to maintain user engagement during this wait time. When addressing multimodal features, consider how different input methods (voice, touch, etc.) can be integrated into the design to enhance usability and accessibility. Highlight the importance of user testing to gather feedback on these features and iterate on your designs based on real user behavior and preferences.