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Neuro-Symbolic AI

You're reading from   Neuro-Symbolic AI Design transparent and trustworthy systems that understand the world as you do

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781804617625
Length 196 pages
Edition 1st Edition
Concepts
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Authors (2):
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Alexiei Dingli Alexiei Dingli
Author Profile Icon Alexiei Dingli
Alexiei Dingli
David Farrugia David Farrugia
Author Profile Icon David Farrugia
David Farrugia
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Table of Contents (12) Chapters Close

Preface 1. Chapter 1: The Evolution and Pitfalls of AI 2. Chapter 2: The Rise and Fall of Symbolic AI FREE CHAPTER 3. Chapter 3: The Neural Networks Revolution 4. Chapter 4: The Need for Explainable AI 5. Chapter 5: Introducing Neuro-Symbolic AI – the Next Level of AI 6. Chapter 6: A Marriage of Neurons and Symbols – Opportunities and Obstacles 7. Chapter 7: Applications of Neuro-Symbolic AI 8. Chapter 8: Neuro-Symbolic Programming in Python 9. Chapter 9: The Future of AI 10. Index 11. Other Books You May Enjoy

The basic idea behind AI

Even though many people do not realize it, they are at the mercy of AI. Today, we have doorbells, lighting, ovens, washing machines, air conditioners, cars, and all sorts of devices that we use on a daily basis having some AI integrated within them. The problem with AI is that these devices don’t have a label on them that clearly shows whether an AI system is controlling them or not. Thus, my state-of-the-art appliance doesn’t look much different from my old one, yet underneath the bonnet, they are worlds apart.

Most people’s AI education has been heavily influenced by Hollywood movies or science fiction books. A.I. Artificial Intelligence, I, Robot, Ex Machina, Blade Runner, The Matrix, and 2001: A Space Odyssey, to name a few, all contributed to building this general understanding of AI. Unfortunately, there seems to be a recurrent theme in all of them. First, AI is all about humanoid robots. Second, they must harm the human race in...

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