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

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

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

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

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

4. Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?

A) Designing custom CPU instructions
B) Writing low-level device drivers
C) Mastering prompt engineering
D) Configuring network routers

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

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

Solutions: