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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) 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) Add a step to review the change log for syntax errors before analysis.
D) Include references to version control systems like Git in the constraints.

2. What does an embedding represent in an LLM?

A) Logical rules for reasoning
B) Numerical vectors capturing semantic relationships
C) A set of test cases for validation
D) Tokens grouped into context windows

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

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

4. What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?

A) Ability to respond to prompts without explicit user instructions
B) Ability to trigger automated actions beyond conversation
C) Use of a conversational tone and improved response personalization
D) Reliance on predefined templates to generate short, factual answers

5. Which standard specifies requirements for managing AI systems within an organization, supporting consistent GenAI use in testing?

A) NIST AI RMF 1.0
B) ISO/IEC 42001:2023
C) EU AI Act
D) ISO/IEC 23053:2022

Solutions: