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

1. Which concept refers to breaking text into smaller units for processing by LLMs?

A) Embeddings
B) Transformer
C) Context Window
D) Tokenization

2. A prompt section states: "Web checkout module v3.2; focus on coupon application; existing regression suite IDs T-112-T-150; recent defect ID BUG-431." Which component is this?

A) Input data
B) Instruction
C) Output format
D) Constraints

3. Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?

A) GenAI outputs can accidentally reveal sensitive information present in inputs
B) Using GenAI without regulatory compliance can lead to legal exposure
C) Strict GDPR compliance eliminates all privacy risk
D) Some GenAI tools may store/process data without explicit consent

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

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

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

Solutions: