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QA: 40 Answers With In-Depth Explanation
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Latest 2026 Syllabus Topics Included
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Updated : 09-Mar-2026
QA : 40 Answers With In-Depth Explanation
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CT-GenAI Question and answers Include

Total Questions: 40 Q&A's
Single Choice: 40 Q&A's

What CT-GenAI Questions and Answers feature?

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Questions came word by
word from this dump

CT-GenAI Questions and Answers

Question # 1

In the context of software testing, which statements (i—v) about foundation, instruction-tuned, and reasoning LLMs are CORRECT?

i. Foundation LLMs are best suited for broad exploratory ideation when test requirements are underspecified.

ii. Instruction-tuned LLMs are strongest at adhering to fixed test case formats (e.g., Gherkin) from clear prompts.

iii. Reasoning LLMs are strongest at multi-step root-cause analysis across logs, defects, and requirements.

iv. Foundation LLMs are optimal for strict policy compliance and template conformance.

v. Instruction-tuned LLMs can follow stepwise reasoning without any additional training or prompting.

A.

i, ii, iii

B.

i, iii, v

C.

i, ii, iii (Duplicate entry in original source)

D.

ii, iii, iv

Question # 2

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.

No defect; this is acceptable

B.

Reasoning error in risk calculation logic

C.

Hallucination

D.

Dataset bias toward UI features

Question # 3

Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?

A.

Some GenAI tools may store/process data without explicit consent

B.

GenAI outputs can accidentally reveal sensitive information present in inputs

C.

Strict GDPR compliance eliminates all privacy risk

D.

Using GenAI without regulatory compliance can lead to legal exposure

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