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ISQI CT-GenAI Exam Syllabus Topics:

ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:

Question 1

How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

A. Transitioning from manual execution to complete automation with no human oversight
B. Replacing existing test coverage validation with automated summary reports generated by AI
C. Shifting from test execution toward reviewing, refining, and validating AI-generated testware
D. Moving from black-box exploratory testing toward exclusively performing code-based white-box checks

Question 2

A prompt begins: "You are a senior test manager responsible for risk-based test planning on a payments platform." Which component is this?

A. Role
B. Instruction
C. Constraints
D. Context

Question 3

What is a hallucination in LLM outputs?

A. A logical mistake in multi-step deduction
B. Generation of factually incorrect content for the task
C. A transient network failure during inference
D. A systematic preference learned from data

Question 4

Which of the following is NOT a valid form of LLM-driven test data generation?

A. Creating combinatorial data (e.g., pairwise)
B. Creating production database backups
C. Generating synthetic datasets
D. Setting boundary values

Question 5

Your team needs to generate 500 API test cases for a REST API with 50 endpoints. You have documented 10 exemplar test cases that follow your organization's standard format. You want the LLM to generate test cases following the pattern demonstrated in your examples. Which of the following prompting techniques is BEST suited to achieve your goal in this scenario?

A. Meta prompting
B. Zero-shot prompting
C. Few-shot prompting
D. Prompt chaining

Solutions: