Your question is Scalable Design System for AI. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Describe how you would design a scalable design system for AI interfaces.
Explain the end-to-end architecture for reusable AI interface components, including how requests are interpreted, relevant tools or interaction patterns are selected, responses are generated and re-ranked, and feedback improves the system. Discuss scalability, latency, online versus batch processing, evaluation, monitoring, and failure handling.