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ISQI CT-GenAI Exam Syllabus Topics:

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

1. How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

A) Replacing existing test coverage validation with automated summary reports generated by AI
B) Transitioning from manual execution to complete automation with no human oversight
C) Moving from black-box exploratory testing toward exclusively performing code-based white-box checks
D) Shifting from test execution toward reviewing, refining, and validating AI-generated testware

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

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

3. 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

4. When an organization uses an AI chatbot for testing, what is the PRIMARY LLMOps concern?

A) Achieving faster responses by reducing model checkpoints and updates
B) Focusing primarily on user experience improvements and response formatting
C) Maximizing scalability by deploying larger cloud-based LLM clusters
D) Maintaining data privacy and minimizing security risks from external services

5. You are tasked with applying structured prompting to perform impact analysis on recent code changes. Which of the following improvements would BEST align the prompt with structured prompt engineering best practices for comprehensive impact analysis?

A) Include references to version control systems like Git in the constraints.
B) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
C) Specify that the role is a test architect specializing in CI/CD pipelines.
D) Add a step to review the change log for syntax errors before analysis.

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