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

1. Which statement BEST contrasts interaction style and scope?

A) Both are identical aside from UI theme.
B) Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
C) Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.
D) Chatbots require API integration; LLM apps do not.

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

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

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

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

4. An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?

A) Request manipulation
B) Data poisoning
C) Data exfiltration
D) Malicious code generation

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

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

Solutions: