Generative AI Landscape MCQ

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One of the most common applications of Generative Al is to create synthetic data that can be used to train ML models, develop new products or services to improve operations efficiency.


What is the primary goal of a Generative Al model?

  1. To classify new data
  2. To produce new data
  3. To improve existing models
  4. To make predictions

Ans – 2

What type of data is Generative Al most suitable for?

  1. Text data
  2. Image data
  3. Structured data
  4. Any sort of data

Ans – 4

What is Generative Al?

  1. Generates content by learning from data.
  2. Creates text, images, audio, and video using new data.
  3. Creates text, images, audio, and video and predicts classifications.
  4. Creates new content by learning from existing data.

Ans – 1

Identify all the benefits of using GANs to generate art

  1. They can generate realistic, abstract, and dreamlike art.
  2. They can be used to generate art from text descriptions.
  3. They can be used to generate art that is offensive or harmful.
  4. They can generate more creative and original art than human-created art

Ans – 1 2

From the below options, Identify popular tools in Content Writing Domain

  1. Stable diffusion
  3. writesonic
  4. contentbotai

Ans – 2 3

Can GenAl be used to carry out tasks across Software Development Life Cycle (SDLC)?


Identify all the correct statements about Github Copilot

  1. It offers autocomplete-style suggestions as you code
  2. It generates code based on natural language descriptions
  3. These models never give nonsensical answers
  4. These models can never be misled by an incorrect prompt

Ans = 1 2

What type of deep learning algorithms are used by Generative Al which do not need labeled data to operate?

  1. Generative Adversarial Network (GAN)
  2. Unsupervised Learning
  3. Reinforcement Learning
  4. Recurrent Neural Network (RNN)

Ans – 2

Which of the following can be referred to as the main limitation of GPT models?

  1. Latent diffusion
  2. Hallucination
  3. Revolutionization
  4. Memory optimization

Ans – 2

Choose the invalid statement from those below

  1. Discriminative Al is used to identify whether a given image is of a Dog or a Cat
  2. ML is a subset of Deep Learning that is used for making Generative Al tools
  3. ML tries to deduce the transformative rules or model by iteratively reducing the difference between the predicted and the actual output
  4. A model that can predict if a picture is of a cat or dig, is a discriminative model

Ans – 3

Which among the following is not a Google Gerierative Al Offering?

  1. LAMDA
  2. PaLM
  3. Copilot
  4. Imagen

Ans – 3

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