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
130 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
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