AIF-C01 Applications of Foundation Models Practice Question
Which THREE are benefits of using Amazon Bedrock over self-managing foundation models on EC2? (Choose THREE.)
⚠ Common exam trap
Many exam-takers confuse 'managed infrastructure' with 'greater control'—Bedrock simplifies operations but reduces customization flexibility, so option E is a common distractor for those who think managed services offer more control than self-managed solutions.
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
✓
Built-in integration with AWS services such as AWS CloudWatch and AWS CloudTrail.
Amazon Bedrock provides built-in integration with AWS services like CloudWatch for monitoring model invocation metrics and CloudTrail for auditing API calls. This eliminates the need to manually set up logging and monitoring infrastructure when self-managing foundation models on EC2, where you would have to configure these integrations yourself.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Built-in integration with AWS services such as AWS CloudWatch and AWS CloudTrail.
Why this is correct
Bedrock natively logs to CloudWatch and CloudTrail for monitoring and auditing.
- ✗
Lower data transfer costs between cloud regions.
Why it's wrong here
Data transfer costs are similar between Bedrock and EC2; Bedrock does not reduce cross-region costs.
- ✓
Access to a curated set of foundation models from different providers.
Why this is correct
Bedrock offers models from AI21, Anthropic, Cohere, Meta, Stability AI, and Amazon.
- ✓
Managed infrastructure for model hosting and scaling.
Why this is correct
Bedrock handles endpoint provisioning, scaling, and patching automatically.
- ✗
Greater control over model fine-tuning and customization.
Why it's wrong here
Bedrock supports fine-tuning but with limitations compared to SageMaker's full flexibility.
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