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ISQI CT-GenAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prompt Engineering for Effective Software Testing | 35% | - Prompt patterns for test design, data generation, automation - Iterative refinement and evaluation of prompts - Principles and structure of effective prompts |
| Topic 2: LLM-Powered Test Infrastructure | 10% | - Architecture and deployment considerations - AI agents and integration with test tools - RAG, fine-tuning, and model adaptation |
| Topic 3: Deploying and Integrating GenAI in Test Organisations | 15% | - Strategy, governance, and adoption roadmap - Roles, skills, and team readiness - Measuring value and continuous improvement |
| Topic 4: Introduction to Generative AI for Software Testing | 15% | - Use cases across the testing lifecycle - Capabilities and limitations relevant to testing - Core concepts: Generative AI, LLMs, foundation models |
| Topic 5: Managing Risks of Generative AI in Software Testing | 25% | - Validation, verification, and mitigation strategies - Hallucinations, bias, inaccuracy, and consistency risks - Data privacy, security, and compliance concerns |
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
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
Correct Answer: C 🗳️
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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. Automated compliance validation during AI tool deployment
- C. Difficulty in aligning project milestones with business outcomes
- D. Failure to update system documentation within the test process
Correct Answer: A 🗳️
Explanation: Only visible for BootcampPDF members. You can sign-up / login (it's free).
You must use GenAI to perform test analysis on a payments module with finalized requirements: (1) generate test conditions, (2) prioritize by risk, (3) check coverage gaps. Which sequence best applies prompt chaining?
- A. Prioritize requirements -> generate conditions -> review defects
- B. Generate conditions -> prioritize by risk -> map to requirements to find gaps
- C. Generate prioritized conditions in one shot -> verify coverage
- D. Detect requirement defects -> generate conditions -> prioritize
Correct Answer: B 🗳️
Explanation: Only visible for BootcampPDF members. You can sign-up / login (it's free).
Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?
- A. Designing custom CPU instructions
- B. Configuring network routers
- C. Mastering prompt engineering
- D. Writing low-level device drivers
Correct Answer: C 🗳️
Explanation: Only visible for BootcampPDF members. You can sign-up / login (it's free).
What are the three key phases in adopting GenAI in a test organization?
- A. Planning; execution; sign-off
- B. Discovery; initiation and usage definition; utilization and iteration
- C. Prototype; pilot; decommission
- D. Training; certification; outsourcing
Correct Answer: B 🗳️
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