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

1. What does an embedding represent in an LLM?

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


2. Which statement about fine-tuning for test tasks is INCORRECT?

A) It can be applied to smaller SLMs to improve task performance with lower compute
B) It enhances relevance to organizational terminology and formats
C) It replaces the model's general knowledge entirely and prevents overfitting
D) It adapts a pre-trained model to a domain using task-specific data


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

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


4. 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


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

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


Solutions:

Question # 1
Answer: B
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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