Artificial Intelligence

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No recent scientific endeavor has been as captivating and complex as artificial intelligence. Award-winning author and computer scientist Melanie Mitchell unveils AI's tumultuous history, highlighting its recent successes, grand aspirations, and emerging concerns. She addresses critical questions about AI: How intelligent are the leading programs? How do they function? What are their capabilities, and when do they falter? How humanlike might they become, and when should we be concerned about them surpassing us? Mitchell introduces the primary models of modern AI and machine learning, detailing advanced AI programs, their creators, and the historical context of recent advancements. She converses with experts like Douglas Hofstadter, who shares his fears regarding AI's future. The book examines the significant gap between the hype surrounding AI and its actual accomplishments, offering clarity on the field's progress and its remaining challenges. Through engaging narratives about AI science and the people involved, the book provides accessible insights into contemporary work in the field, infused with Mitchell's humor and personal reflections. This lively exploration serves as an essential guide to understanding today's AI, its pursuit of "human-level" intelligence, and its implications for our future.