Generative AI Recap - M5

What is Generative AI?

• AI that focuses on pattern recognition and prediction.

• AI that only processes numerical data.

• AI that creates new content such as text, images, music, and videos.

• AI that is used solely for video games.

Answer explanation

Generative AI refers to AI that creates new content such as text, images, music, and videos, not AI used solely for video games.

What is the foundation of Generative AI?

• Support Vector Machines

• K-Nearest Neighbors

• Decision Trees

• Artificial Neural Networks (ANNs)

Answer explanation

The foundation of Generative AI is Artificial Neural Networks (ANNs), not Support Vector Machines.

What subset of machine learning uses neural networks with multiple layers to process large and complex datasets?

• Reinforcement Learning

• Supervised Learning

• Unsupervised Learning

• Deep Learning

Answer explanation

Deep Learning is the subset of machine learning that uses neural networks with multiple layers to process large and complex datasets.

Which of the following is NOT a type of generative model?

• Decision Trees

• Generative Adversarial Networks (GANs)

• Transformer Models

• Variational Autoencoders (VAEs)

Answer explanation

Generative Adversarial Networks (GANs) is NOT a type of generative model, as it is a type of discriminative model used for generating new data.

In GANs, what is the role of the generator?

• To distinguish fake data from real data.

• To compress data.

• To create fake data.

• To decode data.

Answer explanation

In GANs, the role of the generator is to create fake data, not to distinguish fake data from real data, compress data, or decode data.

What is a prominent example of a Transformer model used for text generation?

• LSTM

• RNN

• BERT

• GPT (Generative Pre-trained Transformer)

Answer explanation

GPT (Generative Pre-trained Transformer) is a prominent example of a Transformer model used for text generation.

Which application of Generative AI involves creating realistic images from textual descriptions?

• Video Synthesis

• Image Creation

• Text Generation

• Music Composition

Answer explanation

The correct choice is Text Generation because it involves creating realistic images from textual descriptions.

Which of the following is an ethical consideration in Generative AI?

• Bias and Fairness

• Hardware Requirements

• User Interface Design

• Data Processing Speed

Answer explanation

User Interface Design is an ethical consideration in Generative AI as it impacts how users interact with the technology, ensuring transparency and user empowerment.

What is the main concern regarding misinformation in the context of Generative AI?

• Ensuring high data processing speeds

• Preventing the spread of false information through generated content

• Reducing computational cost

• Improving image resolution

Answer explanation

The main concern regarding misinformation in the context of Generative AI is preventing the spread of false information through generated content.

Which real-world application converts photos into artwork in the style of famous painters?

• Google DeepDream

• DeepArt

• OpenAI’s DALL-E

• Jukedeck

Answer explanation

Jukedeck is the real-world application that converts photos into artwork in the style of famous painters.