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ISQI CT-GenAI Exam Syllabus Topics:

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

1. What are the three key phases in adopting GenAI in a test organization?

A) Training; certification; outsourcing
B) Discovery; initiation and usage definition; utilization and iteration
C) Prototype; pilot; decommission
D) Planning; execution; sign-off

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

3. Which technique MOST directly reduces hallucinations by grounding the model in project realities?

A) Randomize prompts each run
B) Use longer temperature settings
C) Rely on generic examples only
D) Provide detailed context

4. Which statement about fine-tuning for test tasks is INCORRECT?

A) It can be applied to smaller SLMs to improve task performance with lower compute
B) It replaces the model's general knowledge entirely and prevents overfitting
C) It adapts a pre-trained model to a domain using task-specific data
D) It enhances relevance to organizational terminology and formats

5. An LLM prioritizes tests using likelihood X impact but ranks a trivial tooltip change above a payment failure.
What defect does this MOST LIKELY show?

A) Reasoning error in risk calculation logic
B) No defect; this is acceptable
C) Dataset bias toward UI features
D) Hallucination

Solutions: