ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
1. Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?
A) Configuring network routers
B) Designing custom CPU instructions
C) Mastering prompt engineering
D) Writing low-level device drivers
2. 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 23053:2022
D) ISO/IEC 42001:2023
3. 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) Treating prompts as access credentials or compliance records rather than functional templates
C) Maintaining static documentation repositories without real-time prompt standardization processes
D) Applying a reusable and structured template that guides GenAI models toward consistent outputs
4. What is a hallucination in LLM outputs?
A) A logical mistake in multi-step deduction
B) Generation of factually incorrect content for the task
C) A systematic preference learned from data
D) A transient network failure during inference
5. Which statement BEST contrasts interaction style and scope?
A) Chatbots require API integration; LLM apps do not.
B) Both are identical aside from UI theme.
C) Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
D) Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: D |

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