A healthcare startup wants to build a GenAI application that generates patient education materials. The startup must comply with HIPAA and needs to minimize the risk of exposing sensitive data. Which model selection factor is MOST important to prioritize?

Model's ability to generate creative content

Model compliance and data handling capabilities

A startup wants to build a GenAI application for real-time language translation. The startup has a limited budget and needs to minimize infrastructure costs. Which model selection factor is MOST important?

Model's ability to generate creative content

Model's training data diversity

Which of the following is a known disadvantage of generative AI?

It always produces the same output for the same prompt.

It can generate plausible but incorrect information.

AWSCertified AI Practitioner

Domain 2Objective 2

Task Statement 2.2: Understand the Capabilities and Limitations of GenAI for Solving Business Problems. AIF-C01 Practice Questions (Page 4)

Part of the Content Domain 2: Fundamentals of GenAI domain, which makes up ~19% of our current practice bank. AWS does not publish an official question count, but from its 90-minute exam (~35–60 total, ~7–11 in this domain), expect 2–4 from this objective — we provide 24 practice questions to prepare you well beyond it. (estimate)

24questions here

5free pages

4concepts

Questions 16–20

16application · medium
A healthcare startup wants to build a GenAI application that generates patient education materials. The startup must comply with HIPAA and needs to minimize the risk of exposing sensitive data. Which model selection factor is MOST important to prioritize?
Select an answer first
17application · medium
A startup wants to build a GenAI application for real-time language translation. The startup has a limited budget and needs to minimize infrastructure costs. Which model selection factor is MOST important?
Select an answer first
18application · medium
A customer service team wants to use GenAI to automatically draft responses to common customer emails. The team wants to improve efficiency while maintaining a personal touch. Which advantage of GenAI is MOST relevant to this use case?
Select an answer first
19foundation · easy
Which of the following is a known disadvantage of generative AI?
Select an answer first
20application · medium
A financial services firm is evaluating a GenAI model to generate summaries of customer support calls. The firm requires that the summaries be accurate and consistent for compliance auditing. Which limitation of GenAI is MOST critical for the firm to address?
Select an answer first

Finished these 5 questions?

Review the revealed explanations, or continue through the curriculum.

Next 5 questions →Back to AIF-C01

Free Basic Practice is a study aid with revealable answers — not a scored exam. Examers.io is independent and not affiliated with or endorsed by AWS. “AIF-C01” is a trademark of its owner, used for identification only.

Task Statement 2.2: Understand the Capabilities and Limitations of GenAI for Solving Business Problems. AIF-C01 Practice Questions (Page 4)

Questions 16–20

A healthcare startup wants to build a GenAI application that generates patient education materials. The startup must comply with HIPAA and needs to minimize the risk of exposing sensitive data. Which model selection factor is MOST important to prioritize?

A startup wants to build a GenAI application for real-time language translation. The startup has a limited budget and needs to minimize infrastructure costs. Which model selection factor is MOST important?

A customer service team wants to use GenAI to automatically draft responses to common customer emails. The team wants to improve efficiency while maintaining a personal touch. Which advantage of GenAI is MOST relevant to this use case?

Which of the following is a known disadvantage of generative AI?

A financial services firm is evaluating a GenAI model to generate summaries of customer support calls. The firm requires that the summaries be accurate and consistent for compliance auditing. Which limitation of GenAI is MOST critical for the firm to address?

Keep studying — Content Domain 2: Fundamentals of GenAI