AI Its Nature and Future 1st Edition by Margaret Boden 0191083495 9780191083495

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ISBN-10 :  0191083495 

ISBN-13 :  9780191083495

Author:  Margaret A. Boden 

The applications of Artificial Intelligence lie all around us; in our homes, schools and offices, in our cinemas, in art galleries and – not least – on the Internet. The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle. As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever be really intelligent, creative or even conscious, and shows how the pursuit of Artificial Intelligence has helped us to appreciate how human and animal minds are possible.

AI: Its Nature and Future 1st Table of contents:

1 What is Artificial Intelligence?
Virtual Machines
The Major Types of AI
AI Foreseen
How AI Began
Cybernetics
How AI Divided
2 General Intelligence as the Holy Grail
Supercomputers aren’t Enough
Heuristic Search
Planning
Mathematical Simplification
Knowledge Representation
Rule-Based Programs
Frames, Word-Vectors, Scripts, Semantic Nets
Logic and the Semantic Web
Computer Vision
The Frame Problem
Agents and Distributed Cognition
Machine Learning
Generalist Systems
The Dream Revitalized
Missing Dimensions
3 Language, Creativity, Emotion
Language
Creativity
AI and Emotion
4 Artificial Neural Networks
The Wider Implications of ANNs
Parallel Distributed Processing
Learning in Neural Networks
Backprop and Brains–And Deep Learning
Network Scandal
Connections aren’t Everything
Hybrid Systems
5 Robots and Artificial Life
Situated Robots and Interesting Insects
Evolutionary AI
Self-Organization
6 But is it Intelligence, Really?
The Turing Test
The Many Problems of Consciousness
Machine Consciousness
AI and Phenomenal Consciousness
Virtual Machines and the Mind–Body Problem
Meaning and Understanding
Is Neuroprotein Essential?
Not Just Brain, but Body too
Moral Community
Morality, Freedom, and Self
Mind and Life
The Great Philosophical Divide
7 The Singularity
Prophets of the Singularity
Competing Predictions
Skepticism Defended
Whole-Brain Emulation
What We Should be Worrying about
What’s being Done about it

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Tags: Nature, Future, Margaret Boden, Artificial Intelligence