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

1. 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) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
B) Specify that the role is a test architect specializing in CI/CD pipelines.
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.

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

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

3. What is a key data-related aspect when defining a GenAI strategy for testing?

A) Prioritize accurate and relevant input data secured through defined quality procedures
B) Use only auto-generated synthetic data to avoid dependency on enterprise repositories
C) Neglect legacy data sources as they provide limited immediate relevance to testing tasks
D) Aggregate data from all available organizational repositories without filtration

4. Which AI approach requires feature engineering and structured data preparation?

A) Symbolic AI
B) Generative AI
C) Deep Learning
D) Classical Machine Learning

5. What defines a prompt pattern in the context of structured GenAI capability building?

A) Applying a reusable and structured template that guides GenAI models toward consistent outputs
B) Using ad hoc prompts without reference to previously proven structures or examples
C) Treating prompts as access credentials or compliance records rather than functional templates
D) Maintaining static documentation repositories without real-time prompt standardization processes

Solutions: