ISQI CT-GenAI Q&A - in .pdf

  • CT-GenAI pdf
  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Sep 19, 2026
  • Q & A: 42 Questions and Answers
  • Convenient, easy to study.
    Printable ISQI CT-GenAI PDF Format. It is an electronic file format regardless of the operating system platform.
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  • PDF Price: $59.98

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  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
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  • Updated: Sep 19, 2026
  • Q & A: 42 Questions and Answers
  • CT-GenAI PDF + PC Testing Engine + Online Testing Engine
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ISQI CT-GenAI Q&A - Testing Engine

  • CT-GenAI Testing Engine
  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Sep 19, 2026
  • Q & A: 42 Questions and Answers
  • Uses the World Class CT-GenAI Testing Engine.
    Free updates for one year.
    Real CT-GenAI exam questions with answers.
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  • Testing Engine Price: $59.98
  • Testing Engine

A credential backed by ISQI carries real weight with hiring managers, and the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 exam is how you earn one. Preparing with the 42 practice questions from ActualCollection keeps every study hour focused on what the exam actually asks.

ISQI CT-GenAI Exam Overview:

Certification Vendor:ISTQB® / iSQI (International Software Quality Institute) / Member Boards
Exam Name:Certified Tester Testing with Generative AI (CT-GenAI)
Exam Number:CT-GenAI v1.0
Exam Format:Multiple-choice, Scenario-based comprehension questions, Single-answer questions
Real Exam Qty:40 multiple-choice questions
Exam Price:Varies by region (~230–260 EUR typical EU pricing; provider-dependent)
Related Certifications:ISTQB Certified Tester Foundation Level (CTFL)
Exam Duration:60 (+15 min extension for non-native language candidates)
Available Languages:Local language versions depending on member board, English
Certificate Validity Period:No expiry for certification (ISTQB certifications are generally lifelong)
Passing Score:Approximately 65% (typically 26/40 correct answers; varies slightly by board)
Recommended Training:ISTQB CT-GenAI Syllabus (Official PDF)
ISTQB Sample Exams & Resources
Exam Registration:ISTQB Official Certification Portal
Member Board / Exam Providers (varies by country)
Sample Questions:CT-GenAI Practice Dumps
Exam Way:Online proctored or test center (Pearson VUE / ISTQB member boards depending on region)
Pre Condition:ISTQB Certified Tester Foundation Level (CTFL) is required
Official Syllabus URL:https://www.istqb.org/certifications/gen-ai/

ISQI CT-GenAI Exam Syllabus Topics:

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

                                  Common Questions About the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Exam

                                  The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 exam is the official ISTQB® / iSQI (International Software Quality Institute) / Member Boards test registered under exam code CT-GenAI. Passing it earns you the ISTQB Certified Tester Specialist – Testing with Generative AI (CT-GenAI) certification, a credential at the Specialist level. It is also linked to the related certification: ISTQB Certified Tester Foundation Level (CTFL). ISTQB® / iSQI (International Software Quality Institute) / Member Boards exams are valued because they test job-ready skills, so a passing score here carries real weight on a resume.

                                  The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 exam includes 40 multiple-choice questions questions to be completed within 60 (+15 min extension for non-native language candidates). Do the pacing math before exam day: with that many items on the clock, you need a steady rhythm and the discipline to flag a hard question and move on instead of stalling. Two or three full timed sessions with the ActualCollection test engine will show you exactly what that pace feels like, so time pressure stops being a factor on the real day.

                                  To pass the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 exam you need Approximately 65% (typically 26/40 correct answers; varies slightly by board), and the official registration fee is Varies by region (~230–260 EUR typical EU pricing; provider-dependent). A retake is not discounted: a failed attempt means paying the full Varies by region (~230–260 EUR typical EU pricing; provider-dependent) again, so treat your first sitting as the expensive one. A sensible rule is to book your seat only after you are scoring comfortably above the passing mark on the ActualCollection practice tests, not just squeaking past it once.

                                  ISTQB Certified Tester Foundation Level (CTFL) is required

                                  Eligibility rules do change from time to time, so confirm the current requirements before you register on the official exam page.

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

                                  As for the delivery format, the exam is taken Online proctored or test center (Pearson VUE / ISTQB member boards depending on region).

                                  ISTQB® / iSQI (International Software Quality Institute) / Member Boards points candidates toward the following training options for ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0.

                                  Course work builds the foundation; question practice makes it stick. The 42 practice questions in the ActualCollection CT-GenAI package let you rehearse each topic under exam-style pressure before the real thing.

                                  Yes. ActualCollection offers a free PDF demo of the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 material so you can judge the question quality and format before spending anything. After purchase, your license includes 365 days of free updates, and if you want to keep receiving updates after that period, renewals are available at a 50% discount.

                                  If you take the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 exam within 60 days of your purchase and do not pass, ActualCollection backs you with a 100% money-back guarantee. The claim must match the exam your product covers: attempts taken within 3 days of purchase are not eligible (that is too little preparation time), and neither are downloaded-but-unused products, free materials, or expired orders. The candidate name must match the payer name, and you need to submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Prefer not to refund? You can swap instead and receive two other exam products of equal value for free while keeping the update service on your original purchase.

                                  Delivery itself is instant: your files are downloadable right away and emailed to you within one minute of payment. If nothing arrives within 2 hours, contact customer service. There is no limit on how many computers you may install the software on.

                                  The official ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 syllabus is organized into 5 domains. Key areas include Organizational Adoption and Governance, Application of GenAI in Software Testing, and Prompt Engineering for Testing. The complete, up-to-date topic list appears in the exam topics section above; work through it line by line and flag anything you cannot yet explain in your own words.

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

                                  Question #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. Difficulty in aligning project milestones with business outcomes
                                  • C. Failure to update system documentation within the test process
                                  • D. Automated compliance validation during AI tool deployment
                                  Reveal Solution  Discussion  0

                                  Correct Answer: A  🗳️

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

                                  Question #2

                                  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 ActualCollection members. You can sign-up / login (it's free).

                                  Question #3

                                  Which of the following is NOT a valid form of LLM-driven test data generation?

                                  • A. Setting boundary values
                                  • B. Generating synthetic datasets
                                  • C. Creating combinatorial data (e.g., pairwise)
                                  • D. Creating production database backups
                                  Reveal Solution  Discussion  0

                                  Correct Answer: D  🗳️

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

                                  Question #4

                                  Consider applying the meta-prompting technique to generate automated test scripts for API testing. You need to test a REST API endpoint that processes user registration with validation rules. Which one of the following prompts is BEST suited to this task?

                                  • A. Role: Act as a software engineer. | Context: You are testing registration logic. | Instruction: Create Python scripts to verify endpoint behavior. | Input Data: POST /api/register with test users. | Constraints: Add checks for status codes. | Output Format: Deliver functional scripts.
                                  • B. Role: Act as a test automation engineer. | Context: You are creating tests for a registration endpoint. | Instruction: Generate Python test scripts using pytest covering both valid and invalid inputs. | Input Data: POST /api/register with email and password. | Constraints: Follow pytest structure. | Output Format: Provide scripts.
                                  • C. Role: Act as an automation tester. | Context: You are validating an API endpoint. | Instruction: Generate Python test scripts that send POST requests and validate responses. | Input Data: User credentials. | Constraints: Include basic scenarios with asserts. | Output Format: Provide organized scripts.
                                  • D. Role: Act as a test automation engineer with API testing experience. | Context: You are verifying user registration that enforces field and format validation. | Instruction: Generate pytest scripts using requests for both positive (valid) and negative (invalid email, weak password, missing fields) cases. | Input Data: POST /api/register with validation rules for email and password length. | Constraints:
                                    Include fixtures, clear assertions, and naming consistent with pytest. | Output Format: Return complete Python test files.
                                  Reveal Solution  Discussion  0

                                  Correct Answer: D  🗳️

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

                                  Question #5

                                  Which factor MOST influences the overall energy consumption of a Generative AI model used in software testing tasks?

                                  • A. The type of cloud platform affects processing speed but not total energy draw
                                  • B. The number of tokens processed directly determines the carbon intensity of each query
                                  • C. The duration of user sessions primarily affects latency but not power efficiency
                                  • D. The location of the data center determines model bias and accuracy levels
                                  Reveal Solution  Discussion  0

                                  Correct Answer: B  🗳️

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

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