Which of the following is a common challenge when using generative AI to create video content?

The output may contain visual artifacts

The output is always perfectly aligned with the prompt

A healthcare startup wants to use generative AI to create personalized treatment plans. They must comply with strict data privacy regulations. What is the most important consideration?

Generating treatment plans without human oversight to speed up care.

Storing all patient data on local servers to avoid cloud compliance issues.

Using the most powerful AI model available, regardless of data handling.

Ensuring the AI model is trained on de-identified data and deployed in a compliant environment.

A hospital is considering using generative AI to assist doctors in diagnosing rare diseases. What is the most critical ethical consideration?

Reducing the time doctors spend with patients.

Replacing human judgment in diagnosis.

Generating more treatment options than human doctors.

Ensuring the AI's recommendations are transparent and explainable.

A retail company uses generative AI to create personalized product descriptions for its online catalog. What is the most likely impact on their workforce?

The company hires more writers to handle AI errors.

All content writers are laid off immediately.

Content writers shift from writing to reviewing and editing AI drafts.

Writers spend more time on manual data entry.

A logistics company wants to use generative AI to predict delivery delays and suggest alternative routes. They must balance cost efficiency with customer satisfaction. What is the most effective use of AI?

Avoid AI and rely on manual planning to ensure accuracy.

Fully automate route changes to minimize costs.

Use AI only for customer notifications, not route planning.

Use AI to generate delay predictions and route options, then let human dispatchers decide.

NetAppCertified AI Expert

Domain 2Objective 3

Describe the Impact of Generative Text, Images, Videos, and Decisions in Generative AI CERTIFIED-AI-EXPERT Practice Questions (Page 4)

Part of the AI Lifecycle domain, which accounts for 27% of the CERTIFIED-AI-EXPERT exam. NetApp does not publish an official question count, but from its 90-minute exam (~35–60 total, ~9–16 in this domain), expect 1–2 from this objective — we provide 29 practice questions to prepare you well beyond it. (estimate)

29questions here

6free pages

5concepts

27%of the exam

Questions 16–20

16foundation · easy
Which of the following is a common challenge when using generative AI to create video content?
Select an answer first
17expert · hard
A healthcare startup wants to use generative AI to create personalized treatment plans. They must comply with strict data privacy regulations. What is the most important consideration?
Select an answer first
18application · medium
A hospital is considering using generative AI to assist doctors in diagnosing rare diseases. What is the most critical ethical consideration?
Select an answer first
19application · medium
A retail company uses generative AI to create personalized product descriptions for its online catalog. What is the most likely impact on their workforce?
Select an answer first
20expert · hard
A logistics company wants to use generative AI to predict delivery delays and suggest alternative routes. They must balance cost efficiency with customer satisfaction. What is the most effective use of AI?
Select an answer first

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