[Sep 02, 2026] CT-GenAI Dumps PDF and Test Engine Exam Questions – BraindumpsPass [Q19-Q37]

NEW QUESTION 19
A tester uploads crafted images that steer the LLM into validating non-existent acceptance criteria. Which attack vector is this?

NEW QUESTION 20
The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?

NEW QUESTION 21
Which factor MOST influences the overall energy consumption of a Generative AI model used in software testing tasks?

NEW QUESTION 22
What are the three key phases in adopting GenAI in a test organization?

NEW QUESTION 23
What BEST protects sensitive test data at rest and in transit?

NEW QUESTION 24
How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

NEW QUESTION 25
Which statement about fine-tuning for test tasks is INCORRECT?

NEW QUESTION 26
What defines a prompt pattern in the context of structured GenAI capability building?

NEW QUESTION 27
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?

NEW QUESTION 28
You must generate test cases for a new payments rule. The system includes API specifications stored in a vector database and prior tests in a relational database. Which of the following sequences BEST represents the correct order for applying a Retrieval-Augmented Generation (RAG) workflow?
i. Retrieve semantically similar specification chunks from the vector database ii. Feed both retrieved datasets as context for the LLM to generate new test cases iii. Retrieve relevant historical cases from the relational database iv. Submit a focused query describing the new test requirement

NEW QUESTION 29
An attacker sends extremely long prompts to overflow context so the model leaks snippets from its training data. Which attack vector is this?

NEW QUESTION 30
Which concept refers to breaking text into smaller units for processing by LLMs?

NEW QUESTION 31
What is a primary compliance concern related to Shadow AI in organizational test environments?

NEW QUESTION 32
Which statement BEST describes vision-language models (VLMs)?

NEW QUESTION 33
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?

NEW QUESTION 34
A prompt section states: “Web checkout module v3.2; focus on coupon application; existing regression suite IDs T-112-T-150; recent defect ID BUG-431.” Which component is this?

NEW QUESTION 35
Which of the following is NOT a valid form of LLM-driven test data generation?