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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

Bracing for the rise of AGI

AGI refers to the hypothetical creation of intelligent machines that can perform any intellectual task that a human can. This includes tasks such as learning, problem-solving, decision-making, and even creativity. AGI is often contrasted with narrow AI, which can perform specific tasks but lacks the versatility and adaptability of human beings.

AGI seeks to develop machines that are capable of performing various tasks without any explicit programming. These machines will have the ability to learn, reason, plan, and adapt to new environments. The versatility and adaptability of such a system will make it a revolutionary technology with a wide range of applications in various fields.

Narrow AI, on the other hand, is already extensively used in different sectors, such as healthcare, finance, and transportation. However, these systems have limitations in terms of their ability to perform tasks outside their specific domain. For instance, a self-driving...

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