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

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

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

2. You must generate test cases for a new payments rule. The system includes API specifications stored in a vector database and prior tests in a relational database. Which of the following sequences BEST represents the correct order for applying a Retrieval-Augmented Generation (RAG) workflow?
i. Retrieve semantically similar specification chunks from the vector database ii. Feed both retrieved datasets as context for the LLM to generate new test cases iii. Retrieve relevant historical cases from the relational database iv. Submit a focused query describing the new test requirement

A) iv -> i -> iii -> ii
B) i -> iv -> iii -> ii
C) iii -> iv -> i -> ii
D) iv -> iii -> i -> ii

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

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

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 open-source models prioritizing creativity over compliance or performance consistency
C) Select broad-coverage models offering diverse functionalities for various test scenarios
D) Select models with maximum vendor visibility and strong online presence to ensure reliability

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

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

Solutions: