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

1. A team notices vague, inconsistent LLM outputs for the same story for two different prompts. Which technique BEST helps choose the stronger wording among two prompt versions using predefined metrics?

A) Output analysis
B) Integrating user feedback
C) Iterative prompt modification
D) A/B testing of prompts

2. Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?

A) Using GenAI without regulatory compliance can lead to legal exposure
B) GenAI outputs can accidentally reveal sensitive information present in inputs
C) Some GenAI tools may store/process data without explicit consent
D) Strict GDPR compliance eliminates all privacy risk

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

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

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

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

5. A prompt section states: "Web checkout module v3.2; focus on coupon application; existing regression suite IDs T-112-T-150; recent defect ID BUG-431." Which component is this?

A) Output format
B) Input data
C) Constraints
D) Instruction

Solutions: