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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 statement BEST differentiates an LLM-powered test infrastructure from a traditional chatbot system used in testing?

A) It dynamically generates test insights using contextual information
B) It focuses primarily on visual dashboards and user navigation features
C) It provides fixed responses from predefined rule sets and scripts
D) It produces scripted conversational responses similar to traditional bots

2. What are the three key phases in adopting GenAI in a test organization?

A) Prototype; pilot; decommission
B) Planning; execution; sign-off
C) Training; certification; outsourcing
D) Discovery; initiation and usage definition; utilization and iteration

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

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

4. 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 prioritized conditions in one shot -> verify coverage
C) Detect requirement defects -> generate conditions -> prioritize
D) Generate conditions -> prioritize by risk -> map to requirements to find gaps

5. An LLM prioritizes tests using likelihood X impact but ranks a trivial tooltip change above a payment failure.
What defect does this MOST LIKELY show?

A) Hallucination
B) No defect; this is acceptable
C) Reasoning error in risk calculation logic
D) Dataset bias toward UI features

Solutions: