Your question is Scalability for AI Applications. 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).
How do you ensure the scalability of an AI application?
Explain how you would approach scalability across data ingestion, model training, online inference, storage, deployment, and observability. Discuss how your design would adapt after clarifying traffic, latency, availability, model size, data freshness, and cost requirements.