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: Sep 17, 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: Sep 17, 2026
  • Q & A: 42 Questions and Answers
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.98  $79.99
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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: Sep 17, 2026
  • Q & A: 42 Questions and Answers
  • Software Price: $59.99
  • Testing Engine

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ISQI CT-GenAI Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Tools for Testing Generative AI20%- Testing Tools Overview
  • 1. Selecting appropriate tools for specific testing needs
  • 2. Categories of GenAI testing tools
- Using Tools for Common Testing Activities
  • 1. Security testing tools
  • 2. Simulation and monitoring tools
  • 3. Prompt testing tools
  • 4. Model evaluation tools
Topic 2: Risks and Testing Challenges for Generative AI30%- Testing Challenges for Generative AI
  • 1. Coverage challenges
  • 2. Test oracle problem
  • 3. Complexity of the AI component
  • 4. Regulatory and compliance considerations
  • 5. Non-deterministic output behavior
  • 6. Ethical testing concerns
  • 7. Subjectivity of quality assessment
- Quality Risks Specific to Generative AI
  • 1. Incorrect or fabricated outputs (hallucinations)
  • 2. Offensive, harmful, or biased content
  • 3. Dependency on external components
  • 4. Inappropriate output for the context
  • 5. Input sensitivity (prompt brittleness)
  • 6. Inconsistent responses across runs
Topic 3: Fundamentals of Generative AI20%- AI Development Lifecycle
  • 1. Data collection, preparation, and curation
  • 2. Model training and fine-tuning
  • 3. Evaluation
  • 4. Deployment and monitoring
- AI Terminology
  • 1. Large Language Models (LLMs)
  • 2. Artificial Intelligence (AI)
  • 3. Generative AI (GenAI)
  • 4. Tokens and prompts
  • 5. Transformer architecture
  • 6. Deep Learning
  • 7. Machine Learning (ML)
- Generative AI Concepts
  • 1. Hallucinations
  • 2. AI model behavior
  • 3. Training data and context windows
  • 4. Model types (Base, Instruction-tuned, RAG)
  • 5. Alignment and guardrails
  • 6. Emergent capabilities and limitations
Topic 4: Testing Activities for Generative AI30%- Prompt-Based Testing
  • 1. Test data creation with GenAI
  • 2. Test case design using prompts
  • 3. Prompt engineering basics
- Model and Output Evaluation
  • 1. Metamorphic testing
  • 2. Checkpoint testing
  • 3. Output correctness and quality assessment
  • 4. Human evaluation methods
  • 5. Automated evaluation methods
- Requirements-Based Testing
  • 1. Functional requirements for AI-based systems
  • 2. Non-functional requirements for AI-based systems
  • 3. AI-related quality requirements
- Traceability and Documentation
  • 1. Documentation requirements for AI testing
  • 2. Test coverage of AI model components

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

Question #1

How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

  • A. Replacing existing test coverage validation with automated summary reports generated by AI
  • B. Transitioning from manual execution to complete automation with no human oversight
  • C. Moving from black-box exploratory testing toward exclusively performing code-based white-box checks
  • D. Shifting from test execution toward reviewing, refining, and validating AI-generated testware
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #2

Which AI approach requires feature engineering and structured data preparation?

  • A. Generative AI
  • B. Symbolic AI
  • C. Classical Machine Learning
  • D. Deep Learning
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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

Question #3

Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?

  • A. Strict GDPR compliance eliminates all privacy risk
  • B. GenAI outputs can accidentally reveal sensitive information present in inputs
  • C. Some GenAI tools may store/process data without explicit consent
  • D. Using GenAI without regulatory compliance can lead to legal exposure
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

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

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

Correct Answer: D  🗳️

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

Question #5

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. Include references to version control systems like Git in the constraints.
  • B. Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
  • C. Specify that the role is a test architect specializing in CI/CD pipelines.
  • D. Add a step to review the change log for syntax errors before analysis.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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