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

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

2. A prompt section states: "Web checkout module v3.2; focus on coupon application; existing regression suite IDs T-112-T-150; recent defect ID BUG-431." Which component is this?

A) Input data
B) Instruction
C) Output format
D) Constraints

3. Which statement BEST contrasts interaction style and scope?

A) Both are identical aside from UI theme.
B) Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
C) Chatbots require API integration; LLM apps do not.
D) Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.

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

5. Which concept refers to breaking text into smaller units for processing by LLMs?

A) Embeddings
B) Transformer
C) Tokenization
D) Context Window

Solutions: