What is ChatGPT doing......and why does it work?
Wolfram, Stephen
What is ChatGPT doing......and why does it work? By Stephen Wolfram - 1 - Wolfram Media c2023. - i-vii+102P
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
9781579550813
AI
What is ChatGPT doing......and why does it work? By Stephen Wolfram - 1 - Wolfram Media c2023. - i-vii+102P
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
9781579550813
AI