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Evaluate LLM Safety Metrics

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Your question is Evaluate LLM Safety Metrics. Take a moment with it on the right.

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Problem

Scenario

You are evaluating a conversational model used in a chat product. The team wants a clear way to measure whether responses stay safe, fair, and aligned with user intent across different prompt types and user groups.

Question

How would you develop metrics to assess model toxicity, bias, and alignment?