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

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

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

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

3. Which statement BEST contrasts interaction style and scope?

A) Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
B) Chatbots require API integration; LLM apps do not.
C) Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.
D) Both are identical aside from UI theme.

4. Who typically defines the system prompt in a testing workflow?

A) CI server automatically without human input
B) End user during normal chat use
C) Product owner in user stories only
D) A tester configuring the assistant

5. What is a hallucination in LLM outputs?

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

Solutions: