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ISQI CT-GenAI Actual Tests : ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Fundamentals of Generative AI | 20% | - Generative AI Concepts
|
| Topic 2: Tools for Testing Generative AI | 20% | - Testing Tools Overview
|
| Topic 3: Testing Activities for Generative AI | 30% | - Requirements-Based Testing
|
| Topic 4: Risks and Testing Challenges for Generative AI | 30% | - Quality Risks Specific to Generative AI
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
What is a hallucination in LLM outputs?
- A. A transient network failure during inference
- B. Generation of factually incorrect content for the task
- C. A logical mistake in multi-step deduction
- D. A systematic preference learned from data
Correct Answer: B 🗳️
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Consider applying the meta-prompting technique to generate automated test scripts for API testing. You need to test a REST API endpoint that processes user registration with validation rules. Which one of the following prompts is BEST suited to this task?
- A. Role: Act as an automation tester. | Context: You are validating an API endpoint. | Instruction: Generate Python test scripts that send POST requests and validate responses. | Input Data: User credentials. | Constraints: Include basic scenarios with asserts. | Output Format: Provide organized scripts.
- B. Role: Act as a test automation engineer with API testing experience. | Context: You are verifying user registration that enforces field and format validation. | Instruction: Generate pytest scripts using requests for both positive (valid) and negative (invalid email, weak password, missing fields) cases. | Input Data: POST /api/register with validation rules for email and password length. | Constraints:
Include fixtures, clear assertions, and naming consistent with pytest. | Output Format: Return complete Python test files. - C. Role: Act as a test automation engineer. | Context: You are creating tests for a registration endpoint. | Instruction: Generate Python test scripts using pytest covering both valid and invalid inputs. | Input Data: POST /api/register with email and password. | Constraints: Follow pytest structure. | Output Format: Provide scripts.
- D. Role: Act as a software engineer. | Context: You are testing registration logic. | Instruction: Create Python scripts to verify endpoint behavior. | Input Data: POST /api/register with test users. | Constraints: Add checks for status codes. | Output Format: Deliver functional scripts.
Correct Answer: B 🗳️
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Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?
- A. Strict GDPR compliance eliminates all privacy risk
- B. Some GenAI tools may store/process data without explicit consent
- C. GenAI outputs can accidentally reveal sensitive information present in inputs
- D. Using GenAI without regulatory compliance can lead to legal exposure
Correct Answer: A 🗳️
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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 references to version control systems like Git in the constraints.
- C. Add a step to review the change log for syntax errors before analysis.
- D. Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
Correct Answer: D 🗳️
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What is a primary compliance concern related to Shadow AI in organizational test environments?
- A. Violation of established data handling and regulatory compliance standards
- B. Difficulty in aligning project milestones with business outcomes
- C. Automated compliance validation during AI tool deployment
- D. Failure to update system documentation within the test process
Correct Answer: A 🗳️
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