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

1. 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) Difficulty in aligning project milestones with business outcomes
D) Automated compliance validation during AI tool deployment

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

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

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

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

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

5. What BEST protects sensitive test data at rest and in transit?

A) Enforce role-based access controls
B) Rely on obfuscation instead of encryption
C) Disable TLS and rely on VPN only
D) Use public file shares with read-only links

Solutions: