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AWS Certified AI Practitioner AIF-C01 Practice Question

A retail company uses a text-generation foundation model to draft product descriptions and wants to confirm that the new workflow really boosts productivity for its marketing team. Which metric provides the clearest evidence of a productivity improvement?

  • Increase in monthly revenue for the associated products

  • Peak GPU utilization during model inference

  • BLEU score of generated descriptions compared with a reference set

  • Average human time required to publish one product description

AWS Certified AI Practitioner AIF-C01
Applications of Foundation Models
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