AWS Certified AI Practitioner AIF-C01 Practice Question
A retail startup plans to use a foundation model to draft personalized marketing emails. The team is concerned about the interpretability risk of generative AI. Which situation best demonstrates this risk?
Response times spike during high-traffic sales events, causing email delays.
Monthly inference charges rise steeply as the customer list grows.
The model occasionally fabricates product details that were never provided in the prompt.
Stakeholders cannot trace which input data led the model to choose certain phrases in an email.
Interpretability risk refers to the difficulty humans have in understanding why a model produced a particular output. If stakeholders cannot determine which inputs or internal steps motivated specific wording in an email, the model's behavior is not transparent, illustrating low interpretability. Hallucinating new product details is primarily an accuracy risk, slow response times relate to performance or scalability, and rising inference costs are a financial concern rather than an interpretability issue.
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AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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