Understanding Generative AI Basics

What does "Gen AI" stand for?

• General Artificial Intelligence

• Generative Artificial Intelligence

• Generic Artificial Intelligence

• Genuine Artificial Intelligence

Which of the following is a well-known large language model developed by OpenAI?

• BERT

• LaMDA

• GPT-4

• ResNet

What type of data is primarily used to train a Generative AI model?

• Only structured tabular data

• Large datasets containing text, images, or other media

• Only handwritten notes

• Only real-time sensor data

What is a "prompt" in the context of Generative AI?

• A hardware component used to run AI models

• An input or instruction given to an AI model to generate a response

• A type of neural network layer

• A method to evaluate AI performance

Which of the following is an example of a Generative AI application?

• A spam filter that classifies emails

• A recommendation engine for movies

• DALL-E generating images from text descriptions

• A sorting algorithm for databases

What is the term for the phenomenon where a Generative AI model produces false or fabricated information confidently?

• Overfitting

• Hallucination

• Underfitting

• Tokenization

Which architecture is most commonly associated with modern large language models used in Generative AI?

• Convolutional Neural Network (CNN)

• Recurrent Neural Network (RNN)

• Transformer

• Decision Tree

What does the term "token" refer to in the context of large language models?

• A security key used to access AI APIs

• A unit of text such as a word or subword that the model processes

• A type of activation function

• A hardware unit for GPU processing

Which of the following best describes "fine-tuning" in Generative AI?

• Deleting unnecessary layers from a neural network

• Training a pre-trained model further on a specific dataset to adapt it to a particular task

• Randomly initializing model weights before training

• Compressing a model to reduce its file size

What does "multimodal AI" mean?

• An AI model that only processes text

• An AI model that can process and generate multiple types of data such as text, images, and audio

• An AI model that runs on multiple computers simultaneously

• An AI model that uses multiple programming languages