ISQI CT-GenAI Q&A - in .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: $59.98
  • Printable ISQI CT-GenAI PDF Format. It is an electronic file format regardless of the operating system platform.
  • Free Demo

ISQI CT-GenAI Q&A - 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
  • Install on multiple computers for self-paced, at-your-convenience training.
  • PC Test Engine Price: $59.98
  • Testing Engine

ISQI CT-GenAI Value Pack (Frequently Bought Together)

CPR Online Test Engine
  • If you purchase ISQI CT-GenAI Value Pack, you will also own the free online test engine.
  • PDF Version + PC Test Engine + Online Test Engine
  • Value Pack Total: $119.96  $79.98
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About ISQI CT-GenAI Exam Testing Engine

No confidence for the exam? The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 VCE test engine is your best select: 42 practice questions for the CT-GenAI exam at Test4Engine.

ISQI CT-GenAI Exam Overview:
Certification Vendor:ISQI / ASTQB
Exam Name:ISTQB Certified Tester Testing with Generative AI
Exam Number:CT-GenAI
Certificate Validity Period:Not publicly specified (typically 3-5 years depending on scheme)
Available Languages:German, English
Real Exam Qty:40
Passing Score:65%
Exam Format:Multiple Choice
Exam Duration:60 minutes
Related Certifications:ISTQB CTFL (Foundation Level Tester)
Exam Price:250 EUR (+ VAT)
Sample Questions:Free Download CT-GenAI Test Engine
Exam Way:Online proctored / In-person at authorized test centers
Pre Condition:ISTQB CTFL (Foundation Level Tester) certification is recommended but not required
Official Syllabus URL:https://www.astqb.org/ct-genai/
ISQI CT-GenAI Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Risks and Testing Challenges for Generative AI30%- Testing Challenges for Generative AI
  • 1. Test oracle problem
  • 2. Regulatory and compliance considerations
  • 3. Ethical testing concerns
  • 4. Subjectivity of quality assessment
  • 5. Coverage challenges
  • 6. Non-deterministic output behavior
  • 7. Complexity of the AI component
- Quality Risks Specific to Generative AI
  • 1. Incorrect or fabricated outputs (hallucinations)
  • 2. Offensive, harmful, or biased content
  • 3. Input sensitivity (prompt brittleness)
  • 4. Dependency on external components
  • 5. Inconsistent responses across runs
  • 6. Inappropriate output for the context
Topic 2: Testing Activities for Generative AI30%- 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
- Model and Output Evaluation
  • 1. Human evaluation methods
  • 2. Metamorphic testing
  • 3. Automated evaluation methods
  • 4. Checkpoint testing
  • 5. Output correctness and quality assessment
- Prompt-Based Testing
  • 1. Prompt engineering basics
  • 2. Test case design using prompts
  • 3. Test data creation with GenAI
Topic 3: Tools for Testing Generative AI20%- Using Tools for Common Testing Activities
  • 1. Model evaluation tools
  • 2. Security testing tools
  • 3. Prompt testing tools
  • 4. Simulation and monitoring tools
- Testing Tools Overview
  • 1. Selecting appropriate tools for specific testing needs
  • 2. Categories of GenAI testing tools
Topic 4: Fundamentals of Generative AI20%- AI Development Lifecycle
  • 1. Model training and fine-tuning
  • 2. Data collection, preparation, and curation
  • 3. Deployment and monitoring
  • 4. Evaluation
- Generative AI Concepts
  • 1. Emergent capabilities and limitations
  • 2. Alignment and guardrails
  • 3. AI model behavior
  • 4. Hallucinations
  • 5. Training data and context windows
  • 6. Model types (Base, Instruction-tuned, RAG)
- AI Terminology
  • 1. Transformer architecture
  • 2. Tokens and prompts
  • 3. Deep Learning
  • 4. Machine Learning (ML)
  • 5. Large Language Models (LLMs)
  • 6. Artificial Intelligence (AI)
  • 7. Generative AI (GenAI)

ISQI CT-GenAI Exam: Engine Answers

The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 is ISQI's certification exam for AI Testing, at the Foundation level. It's demanding enough to intimidate — timed practice is the cure. Related credentials include ISTQB CTFL (Foundation Level Tester).

60 minutes for 40 questions. The Test4Engine APP engine imitates the real test — set timed exams, mark performance, point out mistakes — so exam day feels rehearsed.

The ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 blueprint spans 4 domains — including Fundamentals of Generative AI (20%), Tools for Testing Generative AI (20%), Testing Activities for Generative AI (30%). The complete outline above lists every subtopic; our IT staff keep the material aligned daily.

ISTQB CTFL (Foundation Level Tester) certification is recommended but not required Eligibility rules change over time, so verify the current requirements on the official page (official CT-GenAI exam page) before registering.

250 EUR (+ VAT) per attempt, 65% to pass. Retakes cost the full fee — practice whenever you want with the 42 practice questions for the CT-GenAI exam at Test4Engine.

Soon after payment you receive the ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 material by automatic email — about a minute, with Credit Card payment and a strict information system keeping money and data safe; our 7*24 service replies within 2 hours, even on official holidays. If you fail the corresponding CT-GenAI exam within 60 days of purchase, we refund in full: send a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam, processed within 7 days. Excluded: exams within 3 days of purchase, candidate names that don't match the payer, and free or expired products. Or exchange for two equal-value products free.

Yes — download the free ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 demo and feel the engine before paying. Purchases include 365 days of free updates by email; renew afterward at 50% off.

ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
Question #1

A prompt section states: "Web checkout module v3.2; focus on coupon application; existing regression suite IDs T-112-T-150; recent defect ID BUG-431." Which component is this?

  • A. Instruction
  • B. Input data
  • C. Constraints
  • D. Output format
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).

Question #2

What are the three key phases in adopting GenAI in a test organization?

  • A. Prototype; pilot; decommission
  • B. Training; certification; outsourcing
  • C. Discovery; initiation and usage definition; utilization and iteration
  • D. Planning; execution; sign-off
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).

Question #3

A prompt begins: "You are a senior test manager responsible for risk-based test planning on a payments platform." Which component is this?

  • A. Instruction
  • B. Context
  • C. Constraints
  • D. Role
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).

Question #4

What is a key data-related aspect when defining a GenAI strategy for testing?

  • A. Neglect legacy data sources as they provide limited immediate relevance to testing tasks
  • B. Prioritize accurate and relevant input data secured through defined quality procedures
  • C. Use only auto-generated synthetic data to avoid dependency on enterprise repositories
  • D. Aggregate data from all available organizational repositories without filtration
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).

Question #5

You are using an LLM to assist in analyzing test execution trends to predict potential risks. Which of the following improvements would BEST enhance the LLM's ability to predict risks and provide actionable alerts?

  • A. Expand the output format to include risk predictions with severity levels, recommended actions, and a timeline for team intervention based on trend analysis.
  • B. Specify that the role is a test analyst with expertise in predictive analytics and risk management.
  • C. Add an instruction to calculate statistical variance and highlight tests that deviate by more than 20% from baseline metrics.
  • D. Emphasize constraints that focus on deviations that could impact release timelines or quality gates.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).

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