Unit 2: Large Language Models

Give an example of a search engine.

Google

Deine search engine.

A software system that provides hyperlinks to web pages and other relevant information on the web in response to a user's query.

Give an example of an LLM.

ChatGPT

Deine LLM.

A type of artificial intelligence trained to predict what word(s) are most likely to come next in a sequence of text.

What is another word for "tokens"?

Words

What does LLM stand for?

Large Language Model

Define model.

A mathematical function produced through machine learning that learns relationships between inputs and outputs in order to generalize patterns to new data for prediction.

What is step 1 in the LLM process?

Feature detection

Define feature detection.

Use the prompt's topic and style. Keep the response on topic and in the correct style.

What is step 2 in the LLM process?

Word matching

Define word matching.

Recognize similar language patterns. Use learned language patterns to activate relevant ideas.

What is step 3 in the LLM process?

Voting

Define voting.

Calculate which possible next word is most likely. Choose the word.

What is step 4 of the LLM process?

Word guessing

Define word guessing.

Predict the next word. Build the response, one word at a time.

Define a lie.

A false statement made on purpose to trick someone.

Define hallucination.

An AI source's confident creation of false or misleading information while presenting it as a fact.