Your question is Database Trade-offs for AI Availability. 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).
Explain the trade-offs between different database architectures for high-availability AI applications.
Discuss how you would choose among a relational database, distributed SQL system, NoSQL store, vector database, cache, and analytical warehouse. Address consistency, availability, scaling, latency, cost, operational complexity, backup and recovery, and how database failures affect model inference and feature freshness.