A team is implementing a POC on Amazon Bedrock. They need to test two different foundation models to see which one produces better summaries. What is the most effective way to compare the models?

Ask different users to evaluate the outputs of each model.

Use the same set of test documents and prompts for both models and compare the outputs.

Use different test documents for each model to see how they handle diverse content.

Compare the models based on their latency and cost only.

A startup wants to deploy a generative AI application quickly with minimal infrastructure management. They have no existing GPU infrastructure and want to avoid managing servers. Which deployment strategy is most appropriate?

Using a hybrid approach with on-premises GPUs

Building a custom model from scratch on AWS Trainium

Using a managed service like Amazon Bedrock

Self-hosting an open-source model on Amazon EC2 GPU instances

What is the primary purpose of a proof-of-concept (POC) in the context of a generative AI project?

To train the foundation model on all available data

To validate technical feasibility and business value before full-scale deployment

To replace the production system entirely

To finalize all security and compliance requirements

Which element is most important to include in an architectural design document to ensure it accurately reflects the solution's operation?

The project's marketing strategy

A diagram showing the data flow between components

The company's organizational chart

A list of employee names and roles

AWSCertified Generative AI Developer - Professional

Domain 1Objective 1

Task 1.1: Analyze Requirements and Design GenAI Solutions. AIP-C01 Practice Questions (Page 4)

Part of the Content Domain 1: Foundation Model Integration, Data Management, and Compliance domain, which accounts for 31% of the AIP-C01 exam.

36questions here

8free pages

11concepts

31%of the exam

11 Concepts in This Objective

Business and technical requirements analysis
Foundation model selection criteria
Integration patterns for GenAI
Deployment strategies for GenAI
Architectural design documentation
Proof-of-concept planning
POC implementation with Amazon Bedrock
POC evaluation and decision-making
Standardized component design
AWS Well-Architected Framework application
Generative AI Lens for Well-Architected

Questions 16–20

16application · medium
A team is implementing a POC on Amazon Bedrock. They need to test two different foundation models to see which one produces better summaries. What is the most effective way to compare the models?
Select an answer first
17foundation · easy
A startup wants to deploy a generative AI application quickly with minimal infrastructure management. They have no existing GPU infrastructure and want to avoid managing servers. Which deployment strategy is most appropriate?
Select an answer first
18foundation · easy
What is the primary purpose of a proof-of-concept (POC) in the context of a generative AI project?
Select an answer first
19foundation · easy
Which element is most important to include in an architectural design document to ensure it accurately reflects the solution's operation?
Select an answer first
20foundation · easy
Which component is most commonly standardized to ensure consistent model behavior across different applications?
Select an answer first

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