Show Notes
- Amazon USA Store: https://www.amazon.com/dp/B07MYWPQSK?tag=9natree-20
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#Artificialgeneralintelligence #Commonsensereasoning #Machinelearninggeneralization #Adversarialexamples #Algorithmicbias #ArtificialIntelligence
Artificial Intelligence: A Guide for Thinking Humans is a 2019 nonfiction survey of artificial intelligence by computer scientist and cognitive scientist Melanie Mitchell. Written for general readers, it explains how the field developed, what modern machine learning systems do well, and why impressive demonstrations should not be confused with human-like understanding. Mitchell places technical ideas alongside questions from psychology, philosophy, and cognitive science, since defining intelligence is itself part of the problem AI researchers face. The book covers prominent achievements in areas such as game playing, language, vision, and robotics while examining the narrow conditions that often make those achievements possible. Its central purpose is corrective rather than dismissive: AI is genuinely useful and consequential, but public claims frequently outrun the evidence. Mitchell also addresses social risks, including biased outcomes, brittleness, and security weaknesses. The result is an accessible guide to evaluating AI systems by their actual capabilities, training conditions, and limits rather than by suggestive labels or futuristic rhetoric.