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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) Lowering temperature
D) Using a larger context window
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) Instruction
B) Constraints
C) Input data
D) Output format
3. You are tasked with applying structured prompting to perform impact analysis on recent code changes. Which of the following improvements would BEST align the prompt with structured prompt engineering best practices for comprehensive impact analysis?
A) Add a step to review the change log for syntax errors before analysis.
B) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
C) Specify that the role is a test architect specializing in CI/CD pipelines.
D) Include references to version control systems like Git in the constraints.
4. What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?
A) Ability to trigger automated actions beyond conversation
B) Reliance on predefined templates to generate short, factual answers
C) Use of a conversational tone and improved response personalization
D) Ability to respond to prompts without explicit user instructions
5. Which statement BEST differentiates an LLM-powered test infrastructure from a traditional chatbot system used in testing?
A) It provides fixed responses from predefined rule sets and scripts
B) It focuses primarily on visual dashboards and user navigation features
C) It produces scripted conversational responses similar to traditional bots
D) It dynamically generates test insights using contextual information
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: D |






