What is ChatGPT doing......and why does it work? By Stephen Wolfram

By:

Wolfram, Stephen

Material type: Text

TextPublication details: Wolfram Media c2023.Edition: 1Description: i-vii+102PISBN:

9781579550813

Subject(s):

Contents:

Preface What Is ChatGPT Doing ... and Why Does It Work? It's Just Adding One Word at a Time Where Do the Probabilities Come From? What Is a Model? Models for Human-Like Tasks Neural Nets Machine Learning, and the Training of Neural Nets The Practice and Lore of Neural Net Training "Surely a Network That's Big Enough Can Do Anything!" The Concept of Embeddings Inside ChatGPT The Training of ChatGPT Beyond Basic Training What Really Lets ChatGPT Work? Meaning Space and Semantic Laws of Motion Semantic Grammar and the Power of Computational Language So ... What Is ChatGPT Doing, and Why Does It Work? Thanks Wolfram|Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT ChatGPT and Wolfram|Alpha A Basic Example A Few More Examples The Path Forward Additional Resources

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Holdings
Item type	Current library	Home library	Call number	Status	Date due	Barcode
Book	Dept. of Computational Biology and Bioinformatics	Dept. of Computational Biology and Bioinformatics	006.3 WOL-W (Browse shelf(Opens below))	Checked out to ASHWINI JAYACHANDRAN (DCBSMC22004)	30/09/2024	DCB4313

In this short book, prominent scientist and computation pioneer Stephen Wolfram provides a readable and engaging explanation that draws on his decades-long unique experience at the frontiers of science and technology. Find out how the success of ChatGPT brings together the latest neural net technology with foundational questions about language and human thought posed by Aristotle more than two thousand years ago.

Preface

What Is ChatGPT Doing ... and Why Does It Work?

It's Just Adding One Word at a Time
Where Do the Probabilities Come From?
What Is a Model?
Models for Human-Like Tasks
Neural Nets
Machine Learning, and the Training of Neural Nets
The Practice and Lore of Neural Net Training
"Surely a Network That's Big Enough Can Do Anything!"
The Concept of Embeddings
Inside ChatGPT
The Training of ChatGPT
Beyond Basic Training
What Really Lets ChatGPT Work?
Meaning Space and Semantic Laws of Motion
Semantic Grammar and the Power of Computational Language
So ... What Is ChatGPT Doing, and Why Does It Work?
Thanks

Wolfram|Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT

ChatGPT and Wolfram|Alpha
A Basic Example
A Few More Examples
The Path Forward

Additional Resources

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