A hospital wants to use GenAI to generate patient discharge summaries. The hospital must ensure that the summaries are accurate and comply with medical regulations. The hospital also needs to minimize the risk of legal liability. Which combination of actions is MOST appropriate?

Use a general-purpose model and rely on its built-in safeguards

Deploy a specialized medical model and require human clinician review

Automate the entire process without human oversight to save time

Use a model with the highest possible temperature to generate diverse summaries

A legal firm wants to use a GenAI model to draft contract clauses. The firm is concerned about the model producing legally incorrect or misleading text. Which approach would BEST mitigate this risk?

Implement a human review process for all generated clauses

Use a smaller model to reduce cost

Use the model's output without modification to save time

Increase the model's temperature setting to boost creativity

A company is considering using generative AI to automate responses to customer inquiries. Which limitation should the company plan for?

The model will never require human review.

The model will always provide consistent answers.

The model's decisions are fully explainable.

The model may produce outputs that are inaccurate or not verifiable.

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 1)

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 1–5

1expert · hard
A hospital wants to use GenAI to generate patient discharge summaries. The hospital must ensure that the summaries are accurate and comply with medical regulations. The hospital also needs to minimize the risk of legal liability. Which combination of actions is MOST appropriate?
Select an answer first
2application · medium
A legal firm wants to use a GenAI model to draft contract clauses. The firm is concerned about the model producing legally incorrect or misleading text. Which approach would BEST mitigate this risk?
Select an answer first
3foundation · easy
Which factor is most important to consider when selecting a generative AI model for a real-time application?
Select an answer first
4foundation · easy
A company is considering using generative AI to automate responses to customer inquiries. Which limitation should the company plan for?
Select an answer first
5application · medium
A marketing team uses a GenAI tool to generate social media posts. The team notices that the tool sometimes produces offensive or biased content. Which limitation of GenAI is the team experiencing?
Select an answer first

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Task Statement 2.2: Understand the Capabilities and Limitations of GenAI for Solving Business Problems. AIF-C01 Practice Questions (Page 1)

Questions 1–5

A hospital wants to use GenAI to generate patient discharge summaries. The hospital must ensure that the summaries are accurate and comply with medical regulations. The hospital also needs to minimize the risk of legal liability. Which combination of actions is MOST appropriate?

A legal firm wants to use a GenAI model to draft contract clauses. The firm is concerned about the model producing legally incorrect or misleading text. Which approach would BEST mitigate this risk?

Which factor is most important to consider when selecting a generative AI model for a real-time application?

A company is considering using generative AI to automate responses to customer inquiries. Which limitation should the company plan for?

A marketing team uses a GenAI tool to generate social media posts. The team notices that the tool sometimes produces offensive or biased content. Which limitation of GenAI is the team experiencing?

Keep studying — Content Domain 2: Fundamentals of GenAI