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