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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deploying and Integrating GenAI in Test Organisations | 15% | - Strategy, governance, and adoption roadmap - Roles, skills, and team readiness - Measuring value and continuous improvement |
| Topic 2: Managing Risks of Generative AI in Software Testing | 25% | - Hallucinations, bias, inaccuracy, and consistency risks - Validation, verification, and mitigation strategies - Data privacy, security, and compliance concerns |
| Topic 3: Prompt Engineering for Effective Software Testing | 35% | - Principles and structure of effective prompts - Prompt patterns for test design, data generation, automation - Iterative refinement and evaluation of prompts |
| Topic 4: LLM-Powered Test Infrastructure | 10% | - Architecture and deployment considerations - RAG, fine-tuning, and model adaptation - AI agents and integration with test tools |
| Topic 5: Introduction to Generative AI for Software Testing | 15% | - Core concepts: Generative AI, LLMs, foundation models - Capabilities and limitations relevant to testing - Use cases across the testing lifecycle |
What BEST protects sensitive test data at rest and in transit?
Correct Answer: A 🗳️
Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).
An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?
Correct Answer: C 🗳️
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Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?
Correct Answer: C 🗳️
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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
Correct Answer: B 🗳️
Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).
A tester uploads crafted images that steer the LLM into validating non-existent acceptance criteria. Which attack vector is this?
Correct Answer: B 🗳️
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