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ISQI CT-GenAI Exam Syllabus Topics:

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

Question 1

When an organization uses an AI chatbot for testing, what is the PRIMARY LLMOps concern?

A. Focusing primarily on user experience improvements and response formatting
B. Achieving faster responses by reducing model checkpoints and updates
C. Maintaining data privacy and minimizing security risks from external services
D. Maximizing scalability by deploying larger cloud-based LLM clusters

Question 2

Which statement BEST describes vision-language models (VLMs)?

A. VLMs are unrelated to multimodal LLMs and focus only on UI automation.
B. VLMs process audio and video but not images.
C. VLMs are a subset of multimodal LLMs integrating visual and textual information.
D. VLMs are a superset of multimodal LLMs.

Question 3

A team notices vague, inconsistent LLM outputs for the same story for two different prompts. Which technique BEST helps choose the stronger wording among two prompt versions using predefined metrics?

A. Integrating user feedback
B. Output analysis
C. Iterative prompt modification
D. A/B testing of prompts

Question 4

Which statement BEST contrasts interaction style and scope?

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

Question 5

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

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

Solutions: