A QA engineer is using a generative AI assistant to create a Selenium test script for a web application. The AI suggests a script that uses a CSS selector to locate a button. What is the most important step before adding this script to the test suite?

Review the script for correctness, maintainability, and alignment with the test objectives

Add the script directly to the test suite because AI-generated code is reliable

Ask the AI to generate a different script using XPath instead

Run the script once to see if it passes

Which method is commonly used by generative AI to produce realistic test data?

Using a fixed set of values predefined by the AI vendor

Randomly generating characters with no regard for data types

Copying production data verbatim without any transformation

Learning patterns from existing data and generating new data that follows those patterns

Which of the following best describes a primary use of generative AI in test design?

Automatically executing test cases and reporting failures

Defining the overall test strategy and test policy for an organization

Replacing the need for human testers in all testing activities

Generating test cases and test data from requirements or specifications

A tester needs to generate test data for a form that accepts dates of birth. The requirement states that users must be at least 18 years old. The tester uses a generative AI tool to create a dataset. Which generated dataset is most appropriate for testing the age validation?

A dataset with only dates of birth for people aged 18

A dataset with only dates of birth for people aged 18 to 65

A dataset with dates of birth for ages 17, 18, 19, and one date exactly 18 years ago

A dataset with random dates of birth from the last 100 years

Which of the following is a potential risk of using generative AI for test design?

The AI will always produce correct and complete test cases

The AI may generate test cases that are biased or incomplete

The AI will automatically fix all defects in the application

The AI will eliminate the need for any human testers

Certified Tester Testing with Generative AI

Domain 2Objective 5

Test Design and Test Implementation with Generative AI CT-GENAI Practice Questions (Page 5)

Part of the Prompt Engineering for Effective Software Testing domain, which makes up ~30% of our current practice bank. ISTQB does not publish an official question count, but from its 60-minute exam (~25–40 total, ~8–12 in this domain), expect 1–1 from this objective — we provide 31 practice questions to prepare you well beyond it. (estimate)

31questions here

7free pages

8concepts

Questions 21–25

21application · medium
A QA engineer is using a generative AI assistant to create a Selenium test script for a web application. The AI suggests a script that uses a CSS selector to locate a button. What is the most important step before adding this script to the test suite?
Select an answer first
22foundation · easy
Which method is commonly used by generative AI to produce realistic test data?
Select an answer first
23foundation · easy
Which of the following best describes a primary use of generative AI in test design?
Select an answer first
24application · medium
A tester needs to generate test data for a form that accepts dates of birth. The requirement states that users must be at least 18 years old. The tester uses a generative AI tool to create a dataset. Which generated dataset is most appropriate for testing the age validation?
Select an answer first
25foundation · easy
Which of the following is a potential risk of using generative AI for test design?
Select an answer first

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