A media company wants to generate short news summaries from long articles. The company needs low latency for real-time publishing and has a limited budget. Which model selection factor should the company prioritize?

Model's ability to handle multiple languages

A company has deployed a GenAI chatbot that increases conversion rate by 10% but also increases customer support costs by 5% due to escalations. The company wants to determine if the chatbot is worth keeping. Which metric should the company use to make this decision?

Number of chatbot conversations

A company is deploying a GenAI model to automate responses to customer emails. The company is concerned about the model producing plausible but incorrect information. Which mitigation strategy is MOST effective?

Set the model's temperature to the highest value

Use a larger model with more parameters

Use retrieval-augmented generation (RAG) to ground responses in verified data

Implement a feedback loop where customers can report errors

A subscription-based streaming service wants to use GenAI to generate personalized movie recommendations. The service wants to measure the impact on customer retention. Which metric is MOST appropriate?

Number of recommendations generated

Average response time of the recommendation engine

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 3)

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 11–15

11application · medium
A media company wants to generate short news summaries from long articles. The company needs low latency for real-time publishing and has a limited budget. Which model selection factor should the company prioritize?
Select an answer first
12expert · hard
A company has deployed a GenAI chatbot that increases conversion rate by 10% but also increases customer support costs by 5% due to escalations. The company wants to determine if the chatbot is worth keeping. Which metric should the company use to make this decision?
Select an answer first
13application · medium
A company is deploying a GenAI model to automate responses to customer emails. The company is concerned about the model producing plausible but incorrect information. Which mitigation strategy is MOST effective?
Select an answer first
14application · medium
A subscription-based streaming service wants to use GenAI to generate personalized movie recommendations. The service wants to measure the impact on customer retention. Which metric is MOST appropriate?
Select an answer first
15foundation · easy
A healthcare company must ensure that its generative AI application complies with data privacy regulations. Which model selection factor is most directly relevant?
Select an answer first

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