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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) Writing low-level device drivers
D) Mastering prompt engineering

2. What does an embedding represent in an LLM?

A) Tokens grouped into context windows
B) Logical rules for reasoning
C) Numerical vectors capturing semantic relationships
D) A set of test cases for validation

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

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

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

A) Select broad-coverage models offering diverse functionalities for various test scenarios
B) Select open-source models prioritizing creativity over compliance or performance consistency
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

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

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

Solutions: