ISQI CT-GenAI dumps - in .pdf

CT-GenAI pdf
  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Jul 24, 2026
  • Q & A: 42 Questions and Answers
  • PDF Price: $59.99
  • Free Demo

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  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Jul 24, 2026
  • Q & A: 42 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.98  $79.99
  • Save 50%

ISQI CT-GenAI dumps - Testing Engine

CT-GenAI Testing Engine
  • Exam Code: CT-GenAI
  • Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  • Updated: Jul 24, 2026
  • Q & A: 42 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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ISQI CT-GenAI Exam Syllabus Topics:

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

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

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


                                  2. Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?

                                  A) Select broad-coverage models offering diverse functionalities for various test scenarios
                                  B) Select models with maximum vendor visibility and strong online presence to ensure reliability
                                  C) Select open-source models prioritizing creativity over compliance or performance consistency
                                  D) Select LLMs aligned to measurable test outcomes, compatible with current infrastructure


                                  3. Which option BEST differentiates the three prompting techniques?

                                  A) Meta = step decomposition; Chaining = zero-shot only; Few-shot = manual optimization
                                  B) Few-shot = examples; Chaining = multi-step prompts; Meta = model helps draft/refine prompts
                                  C) Few-shot = no examples; Chaining = single prompt; Meta = disable iteration
                                  D) Chaining = give examples; Few-shot = break tasks; Meta = manual edits only


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

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


                                  5. An LLM prioritizes tests using likelihood X impact but ranks a trivial tooltip change above a payment failure.
                                  What defect does this MOST LIKELY show?

                                  A) Reasoning error in risk calculation logic
                                  B) No defect; this is acceptable
                                  C) Dataset bias toward UI features
                                  D) Hallucination


                                  Solutions:

                                  Question # 1
                                  Answer: C
                                  Question # 2
                                  Answer: D
                                  Question # 3
                                  Answer: B
                                  Question # 4
                                  Answer: B
                                  Question # 5
                                  Answer: A

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