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

1. Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?

A) Select open-source models prioritizing creativity over compliance or performance consistency
B) Select broad-coverage models offering diverse functionalities for various test scenarios
C) Select models with maximum vendor visibility and strong online presence to ensure reliability
D) Select LLMs aligned to measurable test outcomes, compatible with current infrastructure

2. What defines a prompt pattern in the context of structured GenAI capability building?

A) Treating prompts as access credentials or compliance records rather than functional templates
B) Maintaining static documentation repositories without real-time prompt standardization processes
C) Using ad hoc prompts without reference to previously proven structures or examples
D) Applying a reusable and structured template that guides GenAI models toward consistent outputs

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

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

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

5. A tester uploads crafted images that steer the LLM into validating non-existent acceptance criteria. Which attack vector is this?

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

Solutions: