Real ISQI CT-GenAI practice exam questions for easy pass!
Updated: Jul 10, 2026
No. of Questions: 42 Questions & Answers with Testing Engine
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1. Which statement BEST describes vision-language models (VLMs)?
A) VLMs are a subset of multimodal LLMs integrating visual and textual information.
B) VLMs process audio and video but not images.
C) VLMs are unrelated to multimodal LLMs and focus only on UI automation.
D) VLMs are a superset of multimodal LLMs.
2. 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) Detect requirement defects -> generate conditions -> prioritize
B) Prioritize requirements -> generate conditions -> review defects
C) Generate conditions -> prioritize by risk -> map to requirements to find gaps
D) Generate prioritized conditions in one shot -> verify coverage
3. What BEST protects sensitive test data at rest and in transit?
A) Disable TLS and rely on VPN only
B) Enforce role-based access controls
C) Rely on obfuscation instead of encryption
D) Use public file shares with read-only links
4. Your team needs to generate 500 API test cases for a REST API with 50 endpoints. You have documented 10 exemplar test cases that follow your organization's standard format. You want the LLM to generate test cases following the pattern demonstrated in your examples. Which of the following prompting techniques is BEST suited to achieve your goal in this scenario?
A) Meta prompting
B) Zero-shot prompting
C) Few-shot prompting
D) Prompt chaining
5. Which technique MOST directly reduces hallucinations by grounding the model in project realities?
A) Randomize prompts each run
B) Provide detailed context
C) Rely on generic examples only
D) Use longer temperature settings
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: B |
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