ISQI CT-GenAI Actual Free Exam Questions & Community Discussion

Exam Code/Number: CT-GenAI
Exam Name/Title: ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
Certification Provider: ISQI
Corresponding Certification: AI Testing

Exam Questions: 42
Updated On: Jun 02, 2026

Question #11

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

A. It focuses primarily on visual dashboards and user navigation features

B. It produces scripted conversational responses similar to traditional bots

C. It dynamically generates test insights using contextual information

D. It provides fixed responses from predefined rule sets and scripts

Discussion 0

Correct Answer: C Vote an answer

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Question #12

Which statement BEST contrasts interaction style and scope?

A. Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing

B. Chatbots require API integration; LLM apps do not.

C. Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.

D. Both are identical aside from UI theme.

Discussion 0

Correct Answer: C Vote an answer

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Question #13

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. A/B testing of prompts

C. Output analysis

D. Iterative prompt modification

Discussion 0

Correct Answer: B Vote an answer

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Question #14

The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?

A. Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions

B. Diversity for anomaly identification and precision for partitions

C. Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions

D. Precision for anomaly identification and recall for coverage of valid/invalid partitions

Discussion 0

Correct Answer: D Vote an answer

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Question #15

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. Dataset bias toward UI features

B. Hallucination

C. No defect; this is acceptable

D. Reasoning error in risk calculation logic

Discussion 0

Correct Answer: D Vote an answer

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