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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Risks and Testing Challenges for Generative AI | 30% | - Quality Risks Specific to Generative AI
|
| Fundamentals of Generative AI | 20% | - AI Terminology
|
| Tools for Testing Generative AI | 20% | - Using Tools for Common Testing Activities
|
| Testing Activities for Generative AI | 30% | - Prompt-Based Testing
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
Question 1
A tester uploads crafted images that steer the LLM into validating non-existent acceptance criteria. Which attack vector is this?
A. Data exfiltration
B. Malicious code generation
C. Request manipulation
D. Data poisoning
Question 2
Which standard specifies requirements for managing AI systems within an organization, supporting consistent GenAI use in testing?
A. EU AI Act
B. ISO/IEC 42001:2023
C. NIST AI RMF 1.0
D. ISO/IEC 23053:2022
Question 3
Who typically defines the system prompt in a testing workflow?
A. End user during normal chat use
B. A tester configuring the assistant
C. Product owner in user stories only
D. CI server automatically without human input
Question 4
What is a hallucination in LLM outputs?
A. A transient network failure during inference
B. A systematic preference learned from data
C. A logical mistake in multi-step deduction
D. Generation of factually incorrect content for the task
Question 5
Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?
A. GenAI outputs can accidentally reveal sensitive information present in inputs
B. Using GenAI without regulatory compliance can lead to legal exposure
C. Strict GDPR compliance eliminates all privacy risk
D. Some GenAI tools may store/process data without explicit consent
Solutions:
| Question 1 Answer: C | Question 2 Answer: B | Question 3 Answer: B | Question 4 Answer: D | Question 5 Answer: C |
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