Generative AI Objective Questions and Answers

This Generative AI quiz contains carefully curated objective questions with correct answers and clear explanations. It is designed for developers, AI engineers, and interview preparation, covering modern generative models, architectures, optimization techniques, and practical applications.

Practice Generative AI MCQs with Detailed Explanations

Answer at least 12 questions to submit.

1

What is Generative AI primarily used for?

Easy
2

Which model architecture is widely used in modern LLMs?

Medium
3

What is the role of attention in transformers?

Medium
4

What does LLM stand for?

Easy
5

Which technique helps control randomness in output?

Medium
6

What is tokenization?

Medium
7

Which model generates images from text?

Medium
8

What is a hallucination in Generative AI?

Medium
9

Which technique reduces hallucination?

Medium
10

What is fine-tuning?

Medium
11

What is zero-shot learning?

Medium
12

Which improves reasoning?

Medium
13

What is embedding?

Medium
14

Which is used for semantic search?

Medium
15

What is diffusion model?

High