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What is reviews and AI answers?
Reviews and AI answers is the relationship between published evaluations and responses generated by artificial intelligence systems.
Reviews may contribute descriptions of experiences, strengths and limitations when systems retrieve or learn from them. Coverage and source selection vary.
Reviews can be unrepresentative, manipulated or stale. Their presence does not guarantee a recommendation, and fabricated reviews should not be used.
In Seenford
Seenford measures reviews and AI answers at the output level, distinguishing recommendation from caution through separate tiers and exact-sentence receipts.
Example
An answer repeats a limitation described in customer reviews while suggesting that users verify it.
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