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Updated: Aug 16, 2026
No. of Questions: 42 Questions & Answers with Testing Engine
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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) |
| Exam Price: | 250 EUR (+ VAT) |
| Related Certifications: | ISTQB CTFL (Foundation Level Tester) |
| Exam Duration: | 60 minutes |
| Available Languages: | English, German |
| Real Exam Qty: | 40 |
| Passing Score: | 65% |
| Exam Format: | Multiple Choice |
| 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/ |
ISQI CT-GenAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Fundamentals of Generative AI | 20% | - AI Development Lifecycle
|
| Topic 2: Risks and Testing Challenges for Generative AI | 30% | - Testing Challenges for Generative AI
|
| Topic 3: Testing Activities for Generative AI | 30% | - Prompt-Based Testing
|
| Topic 4: Tools for Testing Generative AI | 20% | - Using Tools for Common Testing Activities
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
1. Which statement about fine-tuning for test tasks is INCORRECT?
A) It enhances relevance to organizational terminology and formats
B) It can be applied to smaller SLMs to improve task performance with lower compute
C) It adapts a pre-trained model to a domain using task-specific data
D) It replaces the model's general knowledge entirely and prevents overfitting
2. Which statement BEST differentiates an LLM-powered test infrastructure from a traditional chatbot system used in testing?
A) It provides fixed responses from predefined rule sets and scripts
B) It dynamically generates test insights using contextual information
C) It focuses primarily on visual dashboards and user navigation features
D) It produces scripted conversational responses similar to traditional bots
3. What is a primary compliance concern related to Shadow AI in organizational test environments?
A) Failure to update system documentation within the test process
B) Violation of established data handling and regulatory compliance standards
C) Difficulty in aligning project milestones with business outcomes
D) Automated compliance validation during AI tool deployment
4. Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?
A) Select LLMs aligned to measurable test outcomes, compatible with current infrastructure
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 broad-coverage models offering diverse functionalities for various test scenarios
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) Specify that the role is a test architect specializing in CI/CD pipelines.
B) Add a step to review the change log for syntax errors before analysis.
C) Include references to version control systems like Git in the constraints.
D) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |
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) |
| Exam Price: | 250 EUR (+ VAT) |
| Related Certifications: | ISTQB CTFL (Foundation Level Tester) |
| Exam Duration: | 60 minutes |
| Available Languages: | English, German |
| Real Exam Qty: | 40 |
| Passing Score: | 65% |
| Exam Format: | Multiple Choice |
| 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/ |
ISQI CT-GenAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Fundamentals of Generative AI | 20% | - AI Development Lifecycle
|
| Topic 2: Risks and Testing Challenges for Generative AI | 30% | - Testing Challenges for Generative AI
|
| Topic 3: Testing Activities for Generative AI | 30% | - Prompt-Based Testing
|
| Topic 4: Tools for Testing Generative AI | 20% | - Using Tools for Common Testing Activities
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
1. Which statement about fine-tuning for test tasks is INCORRECT?
A) It enhances relevance to organizational terminology and formats
B) It can be applied to smaller SLMs to improve task performance with lower compute
C) It adapts a pre-trained model to a domain using task-specific data
D) It replaces the model's general knowledge entirely and prevents overfitting
2. Which statement BEST differentiates an LLM-powered test infrastructure from a traditional chatbot system used in testing?
A) It provides fixed responses from predefined rule sets and scripts
B) It dynamically generates test insights using contextual information
C) It focuses primarily on visual dashboards and user navigation features
D) It produces scripted conversational responses similar to traditional bots
3. What is a primary compliance concern related to Shadow AI in organizational test environments?
A) Failure to update system documentation within the test process
B) Violation of established data handling and regulatory compliance standards
C) Difficulty in aligning project milestones with business outcomes
D) Automated compliance validation during AI tool deployment
4. Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?
A) Select LLMs aligned to measurable test outcomes, compatible with current infrastructure
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 broad-coverage models offering diverse functionalities for various test scenarios
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) Specify that the role is a test architect specializing in CI/CD pipelines.
B) Add a step to review the change log for syntax errors before analysis.
C) Include references to version control systems like Git in the constraints.
D) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |
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