AIF-C01 Applications of Foundation Models Practice Question
A healthcare company is using Amazon Bedrock to summarize patient notes. The compliance team requires that no patient data is used to improve the underlying foundation model. Which configuration should the team choose?
⚠ Common exam trap
AWS often tests the misconception that encryption or network controls (like VPC endpoints) are sufficient for data privacy compliance, when the actual requirement is about preventing data usage for model improvement, which is a separate policy control.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Disable model training data logging in the AWS console.
Disabling model training data logging in the AWS console prevents Amazon Bedrock from using customer inference data to improve the underlying foundation model. This setting ensures compliance with the requirement that no patient data is used for model training, as Bedrock offers a specific toggle to opt out of data sharing for model improvement.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Enable data encryption in transit and at rest.
Why it's wrong here
Encryption protects data confidentiality but does not prevent the model provider from using the data for training.
- ✗
Use a different foundation model from a different provider.
Why it's wrong here
Simply switching models does not guarantee that data will not be used for training unless the provider offers similar controls.
- ✓
Disable model training data logging in the AWS console.
Why this is correct
This setting prevents prompts and completions from being used for model improvement.
- ✗
Configure a VPC endpoint for Amazon Bedrock.
Why it's wrong here
VPC endpoints keep traffic within the AWS network but do not affect data usage for training.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.