ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 認定 CT-GenAI 試験問題:

1. Which statement about fine-tuning for test tasks is INCORRECT?

A) It enhances relevance to organizational terminology and formats
B) It adapts a pre-trained model to a domain using task-specific data
C) It can be applied to smaller SLMs to improve task performance with lower compute
D) It replaces the model's general knowledge entirely and prevents overfitting

2. Which factor MOST influences the overall energy consumption of a Generative AI model used in software testing tasks?

A) The type of cloud platform affects processing speed but not total energy draw
B) The location of the data center determines model bias and accuracy levels
C) The duration of user sessions primarily affects latency but not power efficiency
D) The number of tokens processed directly determines the carbon intensity of each query

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

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

4. 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) Specify that the role is a test architect specializing in CI/CD pipelines.
C) Include references to version control systems like Git in the constraints.
D) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity

5. 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) Prioritize requirements -> generate conditions -> review defects
C) Detect requirement defects -> generate conditions -> prioritize
D) Generate prioritized conditions in one shot -> verify coverage

質問と回答：