How AI Works: From Sorcery to Science 9781718503731, 9781718503724
AI isn’t magic. How AI Works demystifies the explosion of artificial intelligence by explaining—without a single mathema
131 71 19MB
English Pages 222 Year 2024
Table of contents :
Cover Page
Title Page
Copyright Page
Dedication Page
About the Author
About the Technical Reviewer
CONTENTS
Acknowledgments
Preface
Chapter 1: And Away We Go: An AI Overview
Chapter 2: Why Now? A History of AI
Pre-1900
1900 to 1950
1950 to 1970
1980 to 1990
1990 to 2000
2000 to 2012
2012 to 2021
2021 to Now
Speed
Algorithm
Data
Chapter 3: Classical Models: Old-School Machine Learning
Chapter 4: Neural Networks: Brain-Like AI
Chapter 5: Convolutional Neural Networks: AI Learns to See
Chapter 6: Generative AI: AI Gets Creative
Chapter 7: Large Language Models: True AI at Last?
GPT-4
GPT-3.5
Bard
GPT-4
GPT-3.5
Bard
7 billion
13 billion
30 billion
Chapter 8: Musings: The Implications of AI
Glossary
Resources
Index
Cover Page
Title Page
Copyright Page
Dedication Page
About the Author
About the Technical Reviewer
CONTENTS
Acknowledgments
Preface
Chapter 1: And Away We Go: An AI Overview
Chapter 2: Why Now? A History of AI
Pre-1900
1900 to 1950
1950 to 1970
1980 to 1990
1990 to 2000
2000 to 2012
2012 to 2021
2021 to Now
Speed
Algorithm
Data
Chapter 3: Classical Models: Old-School Machine Learning
Chapter 4: Neural Networks: Brain-Like AI
Chapter 5: Convolutional Neural Networks: AI Learns to See
Chapter 6: Generative AI: AI Gets Creative
Chapter 7: Large Language Models: True AI at Last?
GPT-4
GPT-3.5
Bard
GPT-4
GPT-3.5
Bard
7 billion
13 billion
30 billion
Chapter 8: Musings: The Implications of AI
Glossary
Resources
Index
![How AI Works: From Sorcery to Science [1 ed.]
1718503725, 9781718503724, 9781718503731](https://ebin.pub/img/200x200/how-ai-works-from-sorcery-to-science-1nbsped-1718503725-9781718503724-9781718503731.jpg)
![How AI Works: From Sorcery to Science [1 ed.]
1718503725, 9781718503724, 9781718503731](https://ebin.pub/img/200x200/how-ai-works-from-sorcery-to-science-1nbsped-1718503725-9781718503724-9781718503731-t-5999420.jpg)
![How It Works
The Science of Memory [5 ed.]](https://ebin.pub/img/200x200/how-it-works-the-science-of-memory-5nbsped.jpg)
![Cancer Biology: How Science Works [1 ed.]
303075698X, 9783030756987](https://ebin.pub/img/200x200/cancer-biology-how-science-works-1nbsped-303075698x-9783030756987.jpg)
