AI and machine learning can personalize user experiences, optimize UI design building based on user behavior, and automate tasks like image recognition and content generation to enhance the interactivity and accessibility of web applications. Regarding architecture, it can improve decision-making processes as well as provide architecture solutions based on the existing code.