Deep explanation
Evaluate Inference quality in an AI search product
Senior evaluation interview question on Inference within LLM Fundamentals.
Quick answer
Start by framing the problem in production terms for Inference, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Senior LLM Fundamentals role.
The interview question
an AI search product needs an evaluation strategy for Inference. Metrics look stable, but users still complain about quality. How would you design offline and online evaluation?
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