Your question is Metrics for Generative Models. 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).
What metrics would you use to evaluate the performance of a generative model?
Discuss how you would evaluate generation quality when no single metric captures correctness, fluency, usefulness, diversity, and safety. Explain which automatic metrics, human evaluations, and task-specific measurements you would combine, and how you would validate that the evaluation reflects real user outcomes.
Address limitations of common metrics and describe how you would handle nondeterministic outputs.