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

  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Oct 24, 2026
  • Q & A: 42 Questions and Answers

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About ISQI CT-GenAI Exam

PDF for your commute, PC engine for deep drills, online access for everything else — VCETorrent ships the CT-GenAI question bank in three versions, and you pick per mood. All 42 practice questions for the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 stay in sync across every version.

ISQI CT-GenAI Exam Syllabus Topics:

SectionObjectives
Prompt Engineering for Testing- Prompt design techniques
  • 1. Zero-shot, one-shot, few-shot prompting
    • 2. Prompt chaining and meta prompting
      • 3. Structuring prompts for test case generation
        Application of GenAI in Software Testing- Practical use in testing workflows
        • 1. Defect report analysis and summarization
          • 2. Test data generation and augmentation
            • 3. Regression suite optimization
              • 4. Test case generation using LLMs
                Organizational Adoption and Governance- Enterprise GenAI adoption
                • 1. Integration into CI/CD pipelines
                  • 2. Policy, ethics, and compliance considerations
                    • 3. LLMOps and governance models
                      Risk, Quality, and Limitations of GenAI- Risks in GenAI usage
                      • 1. Hallucinations and reasoning errors
                        • 2. Data privacy and security concerns
                          • 3. Environmental and energy considerations
                            • 4. Bias and fairness issues
                              Foundations of Generative AI and LLMs- Introduction to Generative AI in Software Testing
                              • 1. LLM basics, tokenization, context window, multimodal models
                                • 2. Difference between chatbots and LLM-based test tools

                                  ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0: Real Questions, Straight Answers

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                                  On outcomes: if you sit the CT-GenAI exam within 60 days of purchase and do not pass, the VCETorrent money back guarantee covers you. File the claim within 2 days of the exam with a scanned enrollment slip and the official score report (PDF), and it is processed within 7 days. The candidate name must match the payer name; the policy excludes exams taken within 3 days of purchase, purchases never used in an actual exam attempt, free materials, and expired orders. Rather than a refund, you may instead exchange the product for two free exam packages of equal value and keep the update service on your original purchase.

                                  ISTQB Certified Tester Foundation Level (CTFL) is required

                                  Vendor criteria change over time, so before committing to an exam date, confirm the current requirements on the official ISQI exam page.

                                  Yes. VCETorrent publishes a free PDF demo of the CT-GenAI practice questions — the same quality, the same verified answers as the full product — so your decision is based on evidence. After purchase, 365 days of free updates are included, and an expired product's update service renews at a 50% discount from your member zone.

                                  You will answer 40 multiple-choice questions questions within 60 (+15 min extension for non-native language candidates) on the CT-GenAI exam. That is a deliberate pace with little slack, which is why untimed practice only gets you halfway. Use the VCETorrent desktop or online test engine for full-length timed mocks, learn to flag-and-return instead of digging in, and arrive with a pacing rhythm you have already proven.

                                  Registration for the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 runs through the official channels below:

                                  One detail for scheduling: the CT-GenAI exam is delivered Online proctored or test center (Pearson VUE / ISTQB member boards depending on region) — choose accordingly when you book.

                                  The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 syllabus spans 5 domains, starting with Foundations of Generative AI and LLMs, Risk, Quality, and Limitations of GenAI, and Organizational Adoption and Governance. The full weighted outline is in the syllabus section above — read it before you allocate a single study hour.

                                  The CT-GenAI exam — full name ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 — is ISQI's own measure of whether you can work with its technologies at a professional standard. Passing awards the ISTQB Certified Tester Specialist – Testing with Generative AI (CT-GenAI) certification, a credential at the Specialist level. For anyone making an informed career move, that vendor-backed proof is the kind of signal that shortens interviews. It also connects to ISTQB Certified Tester Foundation Level (CTFL) as natural next steps.

                                  Passing the CT-GenAI exam requires Approximately 65% (typically 26/40 correct answers; varies slightly by board), and official registration costs Varies by region (~230–260 EUR typical EU pricing; provider-dependent). That fee buys one attempt only — a retake is billed again in full, no exceptions. The economical play is to rehearse first: drill 42 practice questions at VCETorrent under timed conditions until the passing mark sits comfortably behind you, then register.

                                  ISQI recommends these training resources for the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0:

                                  Courses supply the knowledge; repetition under exam conditions supplies the readiness. Pair either option with 42 practice questions from VCETorrent and your preparation covers both.

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

                                  Question #1

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

                                  • A. Use public file shares with read-only links
                                  • B. Rely on obfuscation instead of encryption
                                  • C. Enforce role-based access controls
                                  • D. Disable TLS and rely on VPN only
                                  Reveal Solution  Discussion  0

                                  Correct Answer: C  🗳️

                                  Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).

                                  Question #2

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

                                  • A. Maximizing scalability by deploying larger cloud-based LLM clusters
                                  • B. Maintaining data privacy and minimizing security risks from external services
                                  • C. Achieving faster responses by reducing model checkpoints and updates
                                  • D. Focusing primarily on user experience improvements and response formatting
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B  🗳️

                                  Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).

                                  Question #3

                                  What does an embedding represent in an LLM?

                                  • A. Numerical vectors capturing semantic relationships
                                  • B. Tokens grouped into context windows
                                  • C. Logical rules for reasoning
                                  • D. A set of test cases for validation
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

                                  Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).

                                  Question #4

                                  A team notices vague, inconsistent LLM outputs for the same story for two different prompts. Which technique BEST helps choose the stronger wording among two prompt versions using predefined metrics?

                                  • A. Iterative prompt modification
                                  • B. A/B testing of prompts
                                  • C. Output analysis
                                  • D. Integrating user feedback
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B  🗳️

                                  Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).

                                  Question #5

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

                                  • A. Applying a reusable and structured template that guides GenAI models toward consistent outputs
                                  • B. Maintaining static documentation repositories without real-time prompt standardization processes
                                  • C. Using ad hoc prompts without reference to previously proven structures or examples
                                  • D. Treating prompts as access credentials or compliance records rather than functional templates
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

                                  Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).

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