Free AIP-C01 Web TestEngine Demo

Q20 Single choice

A manufacturing company sends tabular inspection records and free-text repair notes to a foundation model. Incorrect units and missing fields often cause poor model responses. The team wants to improve
input quality before inference.

Which solution is best?

A
Send raw records to the model and ask the model to fix all missing fields in the same prompt.
B
Increase the model temperature so the model can produce more varied interpretations of incomplete data.
C
Use AWS Glue Data Quality, SageMaker Data Wrangler, or Lambda validation logic to check schema, units, and required fields before formatting model inputs.
D
Store the records in Amazon S3 Glacier Flexible Retrieval before invoking the model.

AIP-C01 Web TestEngine demo