Your question is Consistency vs Availability 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).
How do you approach the trade-offs between consistency and availability in a distributed system? Explain how you would choose consistency guarantees for different ML-system components, including feature storage, model deployment, prediction serving, and feedback logging. Discuss failure handling, degraded operation, and how you would validate that the chosen trade-offs meet product requirements.