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

1. An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?

A) Request manipulation
B) Data exfiltration
C) Malicious code generation
D) Data poisoning

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) Instruction
B) Constraints
C) Role
D) Context

3. What is a hallucination in LLM outputs?

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

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

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

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

Solutions: