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

1. A prompt begins: "You are a senior test manager responsible for risk-based test planning on a payments platform." Which component is this?

A) Context
B) Constraints
C) Instruction
D) Role

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

3. Which setting can reduce variability by narrowing the sampling distribution during inference?

A) Increasing learning rate
B) Increasing temperature
C) Using a larger context window
D) Lowering temperature

4. Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?

A) Select LLMs aligned to measurable test outcomes, compatible with current infrastructure
B) Select broad-coverage models offering diverse functionalities for various test scenarios
C) Select models with maximum vendor visibility and strong online presence to ensure reliability
D) Select open-source models prioritizing creativity over compliance or performance consistency

5. Which option BEST differentiates the three prompting techniques?

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

Solutions: