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ISQI CT-GenAI Exam Syllabus Topics:

ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:

1. What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?

A) Use of a conversational tone and improved response personalization
B) Ability to trigger automated actions beyond conversation
C) Reliance on predefined templates to generate short, factual answers
D) Ability to respond to prompts without explicit user instructions

2. 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 adapts a pre-trained model to a domain using task-specific data
C) It enhances relevance to organizational terminology and formats
D) It replaces the model's general knowledge entirely and prevents overfitting

3. Which AI approach requires feature engineering and structured data preparation?

A) Deep Learning
B) Symbolic AI
C) Generative AI
D) Classical Machine Learning

4. A prompt begins: "You are a senior test manager responsible for risk-based test planning on a payments platform." Which component is this?

A) Role
B) Constraints
C) Instruction
D) Context

5. A tester uploads crafted images that steer the LLM into validating non-existent acceptance criteria. Which attack vector is this?

A) Data poisoning
B) Request manipulation
C) Malicious code generation
D) Data exfiltration

Solutions: