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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Prompt Engineering for Testing | - Prompt design techniques
|
| Topic 2: Application of GenAI in Software Testing | - Practical use in testing workflows
|
| Topic 3: Risk, Quality, and Limitations of GenAI | - Risks in GenAI usage
|
| Topic 4: Organizational Adoption and Governance | - Enterprise GenAI adoption
|
| Topic 5: Foundations of Generative AI and LLMs | - Introduction to Generative AI in Software Testing
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
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. Automated compliance validation during AI tool deployment
- C. Violation of established data handling and regulatory compliance standards
- D. Difficulty in aligning project milestones with business outcomes
Correct Answer: C 🗳️
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What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?
- A. Reliance on predefined templates to generate short, factual answers
- B. Ability to trigger automated actions beyond conversation
- C. Use of a conversational tone and improved response personalization
- D. Ability to respond to prompts without explicit user instructions
Correct Answer: B 🗳️
Which AI approach requires feature engineering and structured data preparation?
- A. Deep Learning
- B. Symbolic AI
- C. Classical Machine Learning
- D. Generative AI
Correct Answer: C 🗳️
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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. Constraints
- B. Instruction
- C. Input data
- D. Output format
Correct Answer: C 🗳️
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Which statement about fine-tuning for test tasks is INCORRECT?
- A. It can be applied to smaller SLMs to improve task performance with lower compute
- B. It replaces the model's general knowledge entirely and prevents overfitting
- C. It enhances relevance to organizational terminology and formats
- D. It adapts a pre-trained model to a domain using task-specific data
Correct Answer: B 🗳️
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