A.I.101 Part #1: Fireside Chat

Part 1 What's a Chatbot??

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  • Last updated December 13, 2023 at 10:00 AM by sweethometc
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Introduction to how Chatbots and Large Language Models Work

In This Task…

  1. Learn more about the new technology driving the large changes in AI, featuring two new videos on Large Language Models (like ChatGPT) and Generative AI. Hear how these new technologies work directly from the experts: Mira Murati, CTO of OpenAI, and Cristóbal Valenzuela, CEO of RunwayML.

Watch the Video...

https://youtu.be/X-AWdfSFCHQ

Evidence of Learning...

In a short paragraph or two, respond to each prompt:
  • Explain what Large Language Models are
  • Describe the difference between generative and predictive AI. 

All posted evidence

Part 1: What's a Chatbot

 their training to create new information, which gives people the impression that they are learning. As a result of the amount of information LLMs have access to, they are able to hold conversations and write code or essays, things that involve a level of creativity and “thought”. 

Generative AI and predictive AI both use existing information, but generative AI creates something new or synthesizes the information based on a task given by the user, whereas predictive AI makes datasets based on smaller tasks and inputs. Predictive AI makes hypotheses or educated guesses based on the data it receives. 
sarah-wright 3 months ago

What's a Chatbot?

Large Language models take everything from the internet to generate their own answers to questions, poems, stories, etc.  Predictive AI is artificial intelligence that "predicts" or guesses what the answer is based off of what information is currently on the internet.  Generative AI is artificial intelligence that takes information from the internet and generates it's own, unique answer, based off of what it knows.  It can create poems, stories, lessons, and more based on your specific parameters.  
rachaelsemrau 7 months ago

AI models

Large Language models are not just trained on one specific task, but on the most information possible to then be able to generate new information from it. 

Predictive AI uses previous knowledge and patterns to predict future outcomes. Generative AI creates brand new content of texts or images
pawlak-jayna 7 months ago

LLM and the difference between Generative AI and Predictive AI

Large Language Models use large amounts of data, such as everything available on the Internet, to create completely new data such as a conversation. It works in a way that is much more complex than other forms of AI. This is a form of Generative AI, which uses patterns that it has learned to create something that is new. It can use past data to match styles while also making a new text. Predictive AI uses patterns of the past to predict what may happen in the future. 
riley-walker 8 months ago

Large Language Models / Describe the difference between generative and predictive AI.

       Large Language Models are advanced artificial intelligence systems trained in human text to understand and interact in human language. They work by recognizing patterns in words and context, allowing them to answer questions, create content, translate, and simulate conversation in a natural way
       Generative AI creates text, images, music, or designs—based on patterns it learned during training, creating never before seen content. Predictive AI focuses on outcomes by analyzing existing data, such as predicting stock prices, customer behavior, or equipment failures.
jimford75 8 months ago

What is a Chatbot?

Is an AI that uses language models to simulate and understand human conversations to provide helpful responces that seem natural like human conversations.
jimford75 8 months ago

Large Language Models & Generative Vs Predictive AI

Large Language Models are computer programs that have been trained to understand and generate human-like language. They learn by reading huge amounts of text and then use that knowledge to answer questions, write sentences and have conversations.

Generative vs Predictive AI: Predictive AI looks at data and tries to guess what will happen next.  Generative AI, on the other hand, creates something new—like writing a story, making a picture, or composing music. So, predictive AI guesses the future based on patterns, while generative AI makes something based on what it has learned.
lori-roth 9 months ago

Part 1: What's a Chatbot?

  • Large Language Models are fed enormous amounts of digital text from the internet. The program reads the data and looks for patterns, relationships between words, and how language is used. It learns about probabilities of what words usually follow the other words. As a result when Large Language Model a prompt it can generate text that sounds human-like as it predicts the most probable next word. 
  • There are clear differences between generative and predictive AI, they have different uses within today's society. Predictive AI is about forecasting, and it uses existing data to make an educated guess about what is likely to happen. On the other hand, Generative AI is about creation, taking all the patterns it's learned and it takes that to create something new, that didn't exist before. Generative AI allows us to be more innovative and build something new. 
melissa8 10 months ago

Large Language Models and Types of A.I.

Large Language Models are a type of artificial intelligence (AI) trained to understand and generate human language. They learn by analyzing huge amounts of text from books, websites, and other sources. They work by predicting what words (or parts of words) are most likely to come next in a sentence, based on patterns they learned.
 Generative AI creates new content.  Predictive AI predicts outcomes based on data.
b-turner 11 months ago

Part 1

A large language model are models that have impressive abilities that generate content based on training,  and previous data. A tool used to help someone. Examples include time management, providing data and answers, and creating conversation. This is all done from using the Internet to help these platforms do so.  

The main difference between generative AI and predictive Al is simple, predict vs create. When you predict something, you are using prior knowledge to help come up with your answer. To predict is to estimate off of what you already know. Thats what predictive AI is. The concept of producing content from previous patterns. Almost imitating in a way.
On the other hand, the word create means to make something from inspired ideas or from "scratch". This is the concept of what generative AI is, content is produced based off using creativity and resources to come up with something new. 
carlyshiff About 1 year ago

What's a Chatbot?

Large Language Models are a type of AI that can understand and create human text. They’re trained on written information so they can answer questions, help write things, and chat with people like a real person would.

Generative AI and predictive AI are similar but slightly different. Generative AI makes new things, like writing a story or creating an image. Predictive AI, on the other hand, is more about guessing what will happen like the next word you’ll type. 
emily-balisteri About 1 year ago

Large Language Models and the Difference between Generative and Predictive AI

Large Language Models are computer programs that have read a huge amount of text, like books, websites, and articles, so they can learn how people use language. Once trained, they can respond to questions, write stories, summarize information, or chat with people—almost like talking to a very smart robot. They don’t think or feel, but they’re good at guessing what words should come next in a sentence based on everything they’ve learned.

Generative AI is like an artist who creates a new painting from scratch after studying lots of other paintings—it makes something new, like a story, picture, or song. Predictive AI is more like a weather forecaster who looks at past weather data to guess what the weather will be tomorrow—it makes predictions based on patterns. So, generative AI creates, while predictive AI predicts.
jenniealessi About 1 year ago