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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 pitfalls of AI

Sometimes, it is easy to get caught up in the AI hype, and we can get the impression that AI can solve all the problems of the world. It is essential to analyze AI pitfalls because they can help us understand what’s real and what’s not, and what works and what doesn’t.

Is AI limitless?

When we look at different AI applications, many are simply amazing: self-driving cars, pizza delivery drones, machine-brain interfacing, and so many others. But have we ever stopped and asked ourselves whether they are ready for use or whether they’re just a concept? Because unfortunately, many of these amazing applications are created in a lab but they’re not commercialized, yet people make a lot of hype about them. So, there’s a thin line between what is production-ready and what isn’t. When looking at different applications, you have to do some due diligence, speak with experts, and try to understand the current state of the...

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