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AI Interview Question

Evaluate Groundedness quality in an AI search product

RAGHardScenario Based18 min read

Senior evaluation interview question on Groundedness within RAG.

Quick answer

Start by framing the problem in production terms for Groundedness, then explain the root causes, a step-by-step investigation path, and the architecture or process changes you would ship for a Senior RAG role.

The interview question

an AI search product needs an evaluation strategy for Groundedness. Metrics look stable, but users still complain about quality. How would you design offline and online evaluation?

Deep explanation

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