Generative AI

What is the primary language for most deep learning frameworks?

• C++

• Java

• Python

• Ruby

What is required for building a language model?

• Small dataset

• No training

• Limited parameters

• Large corpus of data

How do you tell generative AI what to create?

• Through a chat dialogue box

• By writing a formal letter

• Using sign language

• By drawing a picture

What does LLM stand for in the context of artificial intelligence?

• Large Language Model

• Linguistic Learning Machine

• Longitudinal Learning Model

• Logical Language Matrix

What does 'GPT' stand for in the context of AI?

• Generative Pre-trained Transformer

• Generative Predictive Text

• General Processing Technology

• Graphical Processing Tool

What is the first step in training a transformer model?

• Attention

• Tokenization

• Decoding

• Embeddings

What is the primary mechanism by which LLMs predict the next word in a sequence?

• They randomly select a word from a predefined list.

• They rely on grammatical rules hardcoded into the model.

• They calculate the probability of each possible word based on prior training data.

• They predict based on the last word only, ignoring context.

What is generative AI used to create?

• Physical objects like robots

• New content such as texts, images, and music

• Software programs only

• Historical documents

How does generative AI create new content, such as text or images?

• By using random combinations of elements from its training data.

• By applying fixed rules programmed by developers.

• By learning patterns in the training data and generating outputs based on these patterns.

• By mimicking exact examples from its training data without any variation.

What are the concerns mentioned regarding generative AI?

• Ethical and societal implications

• Technological advancements

• Environmental impact

• Economic benefits