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

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

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

3. You are tasked with applying structured prompting to perform impact analysis on recent code changes. Which of the following improvements would BEST align the prompt with structured prompt engineering best practices for comprehensive impact analysis?

A) Add a step to review the change log for syntax errors before analysis.
B) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
C) Specify that the role is a test architect specializing in CI/CD pipelines.
D) Include references to version control systems like Git in the constraints.

4. You must use GenAI to perform test analysis on a payments module with finalized requirements: (1) generate test conditions, (2) prioritize by risk, (3) check coverage gaps. Which sequence best applies prompt chaining?

A) Generate conditions -> prioritize by risk -> map to requirements to find gaps
B) Detect requirement defects -> generate conditions -> prioritize
C) Prioritize requirements -> generate conditions -> review defects
D) Generate prioritized conditions in one shot -> verify coverage

5. Which option BEST differentiates the three prompting techniques?

A) Chaining = give examples; Few-shot = break tasks; Meta = manual edits only
B) Few-shot = no examples; Chaining = single prompt; Meta = disable iteration
C) Meta = step decomposition; Chaining = zero-shot only; Few-shot = manual optimization
D) Few-shot = examples; Chaining = multi-step prompts; Meta = model helps draft/refine prompts

Solutions: