AIOPS-FOUNDATION practice question 7 of 10

Which Al models can mimic human narrative?

Full set: 40 questions
Answer options
A: Big data
B: Large language Correct answer
C: Generative Correct answer
D: AlOps
Correct Answer:
B. Large language; C. Generative
Explanation

Generative AI (C) is the broad category of models designed to create new, original content, which includes mimicking human narrative. Large Language Models (LLMs) (B) are a specific, prominent type of generative AI specialized in understanding and generating human-like text. Both answers are technically correct as LLMs are a subset of Generative AI. However, in the context of mimicking narrative, LLMs are the most direct and specialized tool, while Generative AI is the correct overarching class. Certifications often accept the broader category or the most specific example.

Why Incorrect

A. Big data is a field dealing with large, complex datasets, not a type of AI model that generates narrative.
D. AIOps is the application of AI to IT operations to automate and improve processes; it is a practice, not a model type.

References

1. Saleh, B. (2023). A Beginner's Guide to Large Language Models (LLMs). National Institute of Standards and Technology (NIST). Special Publication 1290. Page 1. "Large language models (LLMs) are a type of artificial intelligence (AI) model that can generate human-like text." (This supports B).

2. Cao, Y., et al. (2023). A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT. arXiv preprint arXiv:2303.04226. Section 1, Paragraph 1. "Generative AI refers to AI models that can be used to generate new content, such as text, images, music, and videos." (This supports C as the broader category).

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