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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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Toc

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

Summary

In this chapter, we looked at AI and how it evolved from humble beginnings until today, taking the world by storm. Through the different stages, we saw how AI slowly started seeping into various applications and leaving its mark, even where people traditionally reigned supreme. The chapter also introduced us to the different subfields of AI and briefly explained their contribution to the bigger picture.

Finally, we skimmed through various AI pitfalls, thus helping us realize that even though AI is a very powerful technology, it also has several limitations. This is why we need to seek new, more powerful alternatives, and this new hope seems to rely on a combination of statistical and symbolic AI.

But before delving further into it, in our next chapter, we will look at the rise and fall of symbolic AI so that we can understand what it is, before exploring the new field of neuro-symbolic AI.

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