Your question is High-Traffic AI System Trade-offs. 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).
Discuss the trade-offs in system architecture for a high-traffic AI application.
Explain how you would decompose the system, scale model inference, balance latency against quality and cost, and separate online from offline workloads. Address observability, deployment strategy, data and feature pipelines, and failure handling. State assumptions explicitly because the prompt provides no product, traffic, catalog, or latency figures.
