As AI continues to evolve beyond backend algorithms into user-facing applications, we’re witnessing a fundamental shift in how interfaces need to be designed. Traditional static web interfaces that have served us well for decades are increasingly insufficient for the dynamic, adaptive nature of AI-powered applications. Recently, I