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iSQI CT-GenAI Practice Test Questions Answers

Exam Code: CT-GenAI (Updated 40 Q&As with Explanation)
Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
Last Update: 03-Mar-2026
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Questions Include:

  • Single Choice: 40 Q&A's

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    All AI Testing Related Certification Exams

    CT-GenAI Questions and Answers

    Question # 1

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

    A.

    Rely on obfuscation instead of encryption

    B.

    Enforce role-based access controls

    C.

    Disable TLS and rely on VPN only

    D.

    Use public file shares with read-only links

    Question # 2

    Which technique MOST directly reduces hallucinations by grounding the model in project realities?

    A.

    Provide detailed context

    B.

    Randomize prompts each run

    C.

    Rely on generic examples only

    D.

    Use longer temperature settings

    Question # 3

    What defines a prompt pattern in the context of structured GenAI capability building?

    A.

    Treating prompts as access credentials or compliance records rather than functional templates

    B.

    Maintaining static documentation repositories without real-time prompt standardization processes

    C.

    Applying a reusable and structured template that guides GenAI models toward consistent outputs

    D.

    Using ad hoc prompts without reference to previously proven structures or examples

    Question # 4

    Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?

    A.

    Mastering prompt engineering

    B.

    Configuring network routers

    C.

    Writing low-level device drivers

    D.

    Designing custom CPU instructions

    Question # 5

    What is a primary compliance concern related to Shadow AI in organizational test environments?

    A.

    Automated compliance validation during AI tool deployment

    B.

    Failure to update system documentation within the test process

    C.

    Difficulty in aligning project milestones with business outcomes

    D.

    Violation of established data handling and regulatory compliance standards

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