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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. Which setting can reduce variability by narrowing the sampling distribution during inference?

A) Increasing temperature
B) Increasing learning rate
C) Using a larger context window
D) Lowering temperature

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

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

3. 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 respond to prompts without explicit user instructions
C) Use of a conversational tone and improved response personalization
D) Ability to trigger automated actions beyond conversation

4. Which of the following is NOT a valid form of LLM-driven test data generation?

A) Creating production database backups
B) Generating synthetic datasets
C) Setting boundary values
D) Creating combinatorial data (e.g., pairwise)

5. Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?

A) Some GenAI tools may store/process data without explicit consent
B) GenAI outputs can accidentally reveal sensitive information present in inputs
C) Using GenAI without regulatory compliance can lead to legal exposure
D) Strict GDPR compliance eliminates all privacy risk

Solutions: