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

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

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

2. The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?

A) Diversity for anomaly identification and precision for partitions
B) Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions
C) Precision for anomaly identification and recall for coverage of valid/invalid partitions
D) Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions

3. 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) Applying a reusable and structured template that guides GenAI models toward consistent outputs
C) Using ad hoc prompts without reference to previously proven structures or examples
D) Maintaining static documentation repositories without real-time prompt standardization processes

4. Which AI approach requires feature engineering and structured data preparation?

A) Symbolic AI
B) Classical Machine Learning
C) Generative AI
D) Deep Learning

5. What is a primary compliance concern related to Shadow AI in organizational test environments?

A) Violation of established data handling and regulatory compliance standards
B) Failure to update system documentation within the test process
C) Automated compliance validation during AI tool deployment
D) Difficulty in aligning project milestones with business outcomes

Solutions: