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Generative AI Overview

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Questions and Answers

What is the primary goal of Generative AI?

To optimize resource allocation and scheduling

To automate decision-making processes

To enable machines to produce human-like content or data (correct)

To analyze and interpret existing data

Which type of neural network is commonly used in Generative AI?

Feed-Forward Neural Networks (FFNNs)

Recurrent Neural Networks (RNNs) (correct)

Convolutional Neural Networks (CNNs)

Radial Basis Function Networks (RBFNs)

What is the first step in the process of using Generative AI?

Generating the desired content

Data collection and preparation (correct)

Training the neural network

Selecting the appropriate neural network architecture

What does the training phase of Generative AI involve?

Learning patterns, structures, and relationships from data Signup and view all the answers

What is the role of the seed input in the generation phase of Generative AI?

It provides the starting point for the model to generate content Signup and view all the answers

What is the primary function of Generative AI models?

To generate new data based on learned patterns Signup and view all the answers

Which of the following is NOT a popular application of Generative AI?

Regression analysis for predicting continuous values Signup and view all the answers

What is the primary difference between Generative AI and Discriminative AI in terms of their learning process?

Generative AI learns patterns in data for content generation, while Discriminative AI focuses on learning boundaries between classes Signup and view all the answers

Which of the following is an example of a popular Generative AI model?

GPT-4 (Generative Pre-trained Transformer 4) Signup and view all the answers

In the context of Generative AI, what is the purpose of fine-tuning?

To optimize the model's performance for a specific task or domain Signup and view all the answers