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Description
Cut through the hype and discover what Artificial Intelligence can—and cannot—do with this indispensable, clear-eyed guide by leading computer scientist Melanie Mitchell!
About the Book: No technology today generates as much excitement, dread, and confusion as Artificial Intelligence. In Artificial Intelligence: A Guide for Thinking Humans, prominent AI researcher Melanie Mitchell separates science fiction from reality, providing a lucid, accessible, and grounded account of the current state of AI.
Interweaving history, computer science, cognitive psychology, and compelling real-world examples, Mitchell explains how modern machine learning, deep neural networks, and computer vision systems work—and where they fundamentally fall short. She candidly addresses critical questions regarding AI safety, machine consciousness, common sense reasoning, and the future of work. Highly engaging and intellectually rigorous, this book is essential reading for anyone seeking to understand the true impact of AI on human society.
Key Features & Benefits:
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Demystifies Complex AI Concepts: Explains neural networks, deep learning, computer vision, and natural language processing without jargon or heavy mathematics.
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Separates Hype from Reality: Critically evaluates popular claims about machine superintelligence, general AI (AGI), and automated decision-making.
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Explores Human vs. Machine Cognition: Highlights why machine learning systems lack human common sense, contextual understanding, and true comprehension.
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Balanced & Authoritative: Written by a leading AI scientist and Santa Fe Institute professor with decades of research experience.
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