Task 1.2: Select and Configure FMs. AIP-C01 Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   What is the primary purpose of a rollback strategy in model lifecycle management?

   • ATo automatically select the best model based on real-time performance.
   • BTo permanently delete all older model versions.
   • CTo prevent any changes to the model after deployment.
   • DTo revert to a previous model version if the new version performs poorly in production.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   A developer is comparing two foundation models for a text summarization task. Which approach best evaluates which model is more suitable for the business use case?

   • APick the model that is most popular in the developer community.
   • BRun both models on a representative dataset and compare their performance against relevant benchmarks.
   • CChoose the model with the largest parameter count, assuming it is always the most capable.
   • DSelect the model with the lowest inference latency, regardless of output quality.
   Reveal Solution Discussion Select an answer first
4. 3foundation · easy

   Which AWS feature is specifically designed to improve resilience by routing inference requests to a different AWS Region if the primary Region experiences an outage?

   • AAWS AppConfig
   • BAmazon Bedrock Cross-Region Inference
   • CAWS Lambda
   • DAmazon SageMaker Model Registry
   Reveal Solution Discussion Select an answer first
5. 4expert · medium

   A company has fine-tuned a foundation model for sentiment analysis. They have deployed version 1 to production. They now have version 2, which they believe is more accurate, but they want to test it in production with a small percentage of traffic before fully rolling it out. They also want to be able to automatically roll back to version 1 if version 2's performance degrades. Which approach should they use?

   • AUse Amazon SageMaker Model Registry to register both versions and use a canary deployment strategy with automated rollback.
   • BDeploy version 2 to a new endpoint and manually switch all traffic to it after testing.
   • COverwrite the existing model artifact in Amazon S3 with version 2 and redeploy the same endpoint.
   • DUse Amazon Bedrock's model catalog to register both versions and use a blue/green deployment strategy.
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   Which pattern is used to prevent a downstream service from being overwhelmed by repeated failures, by temporarily stopping calls to that service?

   • ALoad balancing pattern
   • BCaching pattern
   • CCircuit breaker pattern
   • DRetry pattern
   Reveal Solution Discussion Select an answer first