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 |
|---|---|
| Topic 1: Organizational Adoption and Governance | - Enterprise GenAI adoption
|
| Topic 2: Application of GenAI in Software Testing | - Practical use in testing workflows
|
| Topic 3: Prompt Engineering for Testing | - Prompt design techniques
|
| Topic 4: Foundations of Generative AI and LLMs | - Introduction to Generative AI in Software Testing
|
| Topic 5: Risk, Quality, and Limitations of GenAI | - Risks in GenAI usage
|
ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:
The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?
- A. Diversity for anomaly identification and precision for partitions
- B. Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions
- C. Precision for anomaly identification and recall for coverage of valid/invalid partitions
- D. Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions
Correct Answer: C 🗳️
Explanation: Only visible for ITCertMagic members. You can sign-up / login (it's free).
You must generate test cases for a new payments rule. The system includes API specifications stored in a vector database and prior tests in a relational database. Which of the following sequences BEST represents the correct order for applying a Retrieval-Augmented Generation (RAG) workflow?
i. Retrieve semantically similar specification chunks from the vector database ii. Feed both retrieved datasets as context for the LLM to generate new test cases iii. Retrieve relevant historical cases from the relational database iv. Submit a focused query describing the new test requirement
- A. iv -> i -> iii -> ii
- B. iv -> iii -> i -> ii
- C. iii -> iv -> i -> ii
- D. i -> iv -> iii -> ii
Correct Answer: A 🗳️
Explanation: Only visible for ITCertMagic members. You can sign-up / login (it's free).
Which consideration BEST aligns LLM choice with organizational goals in a GenAI testing strategy?
- A. Select models with maximum vendor visibility and strong online presence to ensure reliability
- B. Select open-source models prioritizing creativity over compliance or performance consistency
- C. Select broad-coverage models offering diverse functionalities for various test scenarios
- D. Select LLMs aligned to measurable test outcomes, compatible with current infrastructure
Correct Answer: D 🗳️
Explanation: Only visible for ITCertMagic members. You can sign-up / login (it's free).
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. Include references to version control systems like Git in the constraints.
- B. Specify that the role is a test architect specializing in CI/CD pipelines.
- 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 🗳️
An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?
- A. Malicious code generation
- B. Request manipulation
- C. Data exfiltration
- D. Data poisoning
Correct Answer: C 🗳️
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