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ISQI CT-GenAI Exam Syllabus Topics:

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

Question 1

What is a key data-related aspect when defining a GenAI strategy for testing?

A. Use only auto-generated synthetic data to avoid dependency on enterprise repositories
B. Neglect legacy data sources as they provide limited immediate relevance to testing tasks
C. Prioritize accurate and relevant input data secured through defined quality procedures
D. Aggregate data from all available organizational repositories without filtration

Question 2

Which statement BEST contrasts interaction style and scope?

A. Chatbots require API integration; LLM apps do not.
B. Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.
C. Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
D. Both are identical aside from UI theme.

Question 3

Which AI approach requires feature engineering and structured data preparation?

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

Question 4

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

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

Question 5

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

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

Solutions: