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

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

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

2. Which setting can reduce variability by narrowing the sampling distribution during inference?

A) Increasing learning rate
B) Increasing temperature
C) Lowering temperature
D) Using a larger context window

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

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

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

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

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

Solutions: