Ambient AI Interfaces

Design a methodology for evaluating non-visual AI interfaces in everyday life. Include considerations for accessibility, cognitive load, privacy, context-awareness, and error handling. Develop a multi-user study plan with measurable outcomes, and propose guidelines for product teams to choose when to use ambient, non-screen interaction vs. screen-based interfaces.