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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Foundations of Generative AI and LLMs | - Introduction to Generative AI in Software Testing
|
| Risk, Quality, and Limitations of GenAI | - Risks in GenAI usage
|
| Prompt Engineering for Testing | - Prompt design techniques
|
| Organizational Adoption and Governance | - Enterprise GenAI adoption
|
| Application of GenAI in Software Testing | - Practical use in testing workflows
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
1. Which of the following is NOT a valid form of LLM-driven test data generation?
A) Setting boundary values
B) Creating combinatorial data (e.g., pairwise)
C) Creating production database backups
D) Generating synthetic datasets
2. Which AI approach requires feature engineering and structured data preparation?
A) Deep Learning
B) Generative AI
C) Symbolic AI
D) Classical Machine Learning
3. How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?
A) Shifting from test execution toward reviewing, refining, and validating AI-generated testware
B) Replacing existing test coverage validation with automated summary reports generated by AI
C) Transitioning from manual execution to complete automation with no human oversight
D) Moving from black-box exploratory testing toward exclusively performing code-based white-box checks
4. Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?
A) Strict GDPR compliance eliminates all privacy risk
B) GenAI outputs can accidentally reveal sensitive information present in inputs
C) Some GenAI tools may store/process data without explicit consent
D) Using GenAI without regulatory compliance can lead to legal exposure
5. 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) Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions
C) Precision for anomaly identification and recall for coverage of valid/invalid partitions
D) Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
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