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Updated: Aug 20, 2026
No. of Questions: 42 Questions & Answers with Testing Engine
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| Certification Vendor: | ISQI / ASTQB |
| Exam Name: | ISTQB Certified Tester Testing with Generative AI |
| Exam Number: | CT-GenAI |
| Exam Price: | 250 EUR (+ VAT) |
| Passing Score: | 65% |
| Exam Duration: | 60 minutes |
| Available Languages: | English, German |
| Exam Format: | Multiple Choice |
| Certificate Validity Period: | Not publicly specified (typically 3-5 years depending on scheme) |
| Related Certifications: | ISTQB CTFL (Foundation Level Tester) |
| Real Exam Qty: | 40 |
| Sample Questions: | ISQI CT-GenAI Sample Questions |
| 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/ |
| Section | Weight | Objectives |
|---|---|---|
| Tools for Testing Generative AI | 20% | - Testing Tools Overview
|
| Risks and Testing Challenges for Generative AI | 30% | - Testing Challenges for Generative AI
|
| Testing Activities for Generative AI | 30% | - Prompt-Based Testing
|
| Fundamentals of Generative AI | 20% | - Generative AI Concepts
|
1. What are the three key phases in adopting GenAI in a test organization?
A) Prototype; pilot; decommission
B) Planning; execution; sign-off
C) Discovery; initiation and usage definition; utilization and iteration
D) Training; certification; outsourcing
2. 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) Specify that the role is a test architect specializing in CI/CD pipelines.
B) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
C) Include references to version control systems like Git in the constraints.
D) Add a step to review the change log for syntax errors before analysis.
3. 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) A/B testing of prompts
B) Integrating user feedback
C) Iterative prompt modification
D) Output analysis
4. How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?
A) Transitioning from manual execution to complete automation with no human oversight
B) Shifting from test execution toward reviewing, refining, and validating AI-generated testware
C) Moving from black-box exploratory testing toward exclusively performing code-based white-box checks
D) Replacing existing test coverage validation with automated summary reports generated by AI
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) Emphasize constraints that focus on deviations that could impact release timelines or quality gates.
B) Specify that the role is a test analyst with expertise in predictive analytics and risk management.
C) Expand the output format to include risk predictions with severity levels, recommended actions, and a timeline for team intervention based on trend analysis.
D) Add an instruction to calculate statistical variance and highlight tests that deviate by more than 20% from baseline metrics.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: C |
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