Your question is Evaluating Generative AI in Production. 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 would you approach the evaluation of a generative AI model in a real-world application at Nscale?
Explain how you would define evaluation goals, select representative test data, combine automated and human assessment, and validate performance before and after deployment. Address quality, safety, reliability, latency, cost, and monitoring, including how you would analyze failures and improve the evaluation process over time.