Generative AI Quiz

What does Generative AI do?

• Classifies data

• Generates new data similar to given data

• Deletes redundant data

• Stores data for analysis

Which of the following is a popular Generative AI model?

• CNN

• GAN

• RNN

• Decision Tree

What is the full form of GAN?

• General Adversarial Network

• Generative Adversarial Network

• Graphical Artificial Network

• Generative Automatic Network

Which of the following is NOT an application of Generative AI?

• Image synthesis

• Fraud detection

• Text-to-image generation

• Music composition

Name the Generative AI model that can create realistic human faces.

• Diffusion Model

• GAN

• LSTM

• Transformer

Which model is primarily used for generating text?

• GAN

• Transformer

• CNN

• RNN

What does a Generator do in a GAN?

• Generates training labels

• Generates fake data

• Discriminates real and fake data

• Stores data for analysis

Which model underpins tools like ChatGPT?

• Transformer

• VAE

• GAN

• Random Forest

What is one major challenge in training GANs?

• Vanishing gradients

• Overfitting

• Mode collapse

• High computation time

Ethical concerns of Generative AI include:

• Data privacy issues

• Misuse for creating fake content

• Bias in generated outputs

• All of the above