A financial company is training a generative AI model to predict outcomes of loan applications.

Vendor: Amazon Web Services
Product: AIF-C01
Update on: Aug 19, 2026
Questions: 401

Amazon Web Services AIF-C01 Question Answer

A financial company is training a generative AI model to predict outcomes of loan applications. The training dataset is small. The dataset categorizes loan applicants as " younger-aged, " " middle-aged, " or " older-aged. " Most individuals in the dataset are characterized as " middle-aged. "

The company removes the age range feature from the training dataset.

Which model behavior will likely happen as a result of this change to the dataset?

The model will inaccurately predict outcomes for younger and older age groups.

The model will require less training data.

The model will predict accurate outcomes for only younger age groups.

The model will accurately predict outcomes for all ages.