AI Foundations 1.1 to 1.4

Abstraction

• Picking out the important parts and ignoring the rest

• Teaching an AI model with lots of data

• A network that uses weights to make decisions

• The chance something will happen

A technology that mimics human thinking

• Probability

• Artificial intelligence (AI)

• Hallucination

• Prompt

Probability

• The process of collecting data

• The chance that an event will occur

• A type of computer program

• The study of shapes

Prompt

• A network of connected nodes

• A question or instruction given to an AI

• Teaching an AI model

• The chance of something happening

Which of these are "multimodal"?

• Images and text

• Video

• Images

• Text and Audio

• Video and Images

An AI trained on a huge amount of information and capable of many things

• Neural network

• Large language model

• Complex neural model

• Robot

Neural Network

• A set of instructions for AI

• A collection of weighted nodes

• Teaching an AI model

• The chance of something happening

What does "training" mean for AI?

• Teaching an AI to focus on important information

• Giving an AI lots of data to help it learn

• Adjusting the probability weights in a neural network

• Asking an AI carefully crafted questions

What is "training data"?

• The numeric weights assigned to a neural network

• The information, like text or images, used to teach an AI model

• The chance of something happening

• Unexpected results from an AI while it is being trained.

Hallucination

• AI responses that sound true but are not

• AI responses are completely ridiculous

• AI responses that are true, but unexpected

• AI responses that are an opinion