Exam Name: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
Certification Provider: ISQI
Corresponding Certification: AI Testing
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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Organizational Adoption and Governance | - Enterprise GenAI adoption
|
| Risk, Quality, and Limitations of GenAI | - Risks in GenAI usage
|
| Application of GenAI in Software Testing | - Practical use in testing workflows
|
| Foundations of Generative AI and LLMs | - Introduction to Generative AI in Software Testing
|
| Prompt Engineering for Testing | - Prompt design techniques
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
Which AI approach requires feature engineering and structured data preparation?
- A. Generative AI
- B. Symbolic AI
- C. Classical Machine Learning
- D. Deep Learning
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What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?
- A. Ability to trigger automated actions beyond conversation
- B. Use of a conversational tone and improved response personalization
- C. Reliance on predefined templates to generate short, factual answers
- D. Ability to respond to prompts without explicit user instructions
Which setting can reduce variability by narrowing the sampling distribution during inference?
- A. Increasing learning rate
- B. Using a larger context window
- C. Lowering temperature
- D. Increasing temperature
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An LLM prioritizes tests using likelihood X impact but ranks a trivial tooltip change above a payment failure.
What defect does this MOST LIKELY show?
- A. Reasoning error in risk calculation logic
- B. Hallucination
- C. No defect; this is acceptable
- D. Dataset bias toward UI features
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Which statement BEST describes vision-language models (VLMs)?
- A. VLMs are a superset of multimodal LLMs.
- B. VLMs are a subset of multimodal LLMs integrating visual and textual information.
- C. VLMs process audio and video but not images.
- D. VLMs are unrelated to multimodal LLMs and focus only on UI automation.
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