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Measure LLM Factuality for Q and A

Medium

Problem

Scenario

You are building a Q and A product powered by an LLM, and the team wants a clear way to measure whether answers are factually correct. You need an evaluation approach that goes beyond anecdotal prompt checks and can be repeated as the model, prompts, or retrieval setup change.

Question

How would you measure factuality of an LLM's output for a Q&A product?

Problem

Scenario

You are building a Q and A product powered by an LLM, and the team wants a clear way to measure whether answers are factually correct. You need an evaluation approach that goes beyond anecdotal prompt checks and can be repeated as the model, prompts, or retrieval setup change.

Question

How would you measure factuality of an LLM's output for a Q&A product?

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Measure LLM Factuality for Q and A | Dataford Interview Questions