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271849711
Artificial Intelligence: The Complete Guide
Vare #:
271849711
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- The book provides a comprehensive exploration of the history, development, and future of artificial intelligence (AI), delving into its theoretical foundations, ethical implications, and societal impact. It focus on many aspects of AI, from its origins to its potential future as a transformative force in human society.The book introduces the significance of AI as a revolutionary technology, traces the evolution of AI, beginning with its theoretical underpinnings and the creation of ELIZA, the first natural language processing (NLP) program. ELIZA's workings, impact, and ethical implications are examined, followed by a discussion of the modern AI revolution and the pursuit of artificial general intelligence (AGI).This book explores the historical roots of AI, from ancient dreams of artificial beings to the birth of modern AI in the mid-20th century. It examines early achievements and the foundational question: What is intelligence? It highlights Alan Turing's contributions, including the Turing machine, which laid the groundwork for AI research. It also addresses the philosophical and ethical questions Turing's work inspired.The book discusses historical perspective of the AI development with key figures like John McCarthy, Marvin Minsky, a cognitive visionary and others. Their contributions, including the development of Lisp and early neural networks, are discussed, alongside the impact of the Dartmouth Conference, which marked the formal beginning of AI as a field.The book describes the shift from Turing's ideas to symbolic AI, exemplified by the Logic Theorist, the first AI program. It covers the rise of expert systems, the challenges of the AI winters, and the lessons learned from these setbacks. It also describes the revival of neural networks and the breakthroughs in machine learning and deep learning that have driven the modern AI revolution.Detailed explanation of AI's building blocks, including supervised, unsupervised, and reinforcement learning, neural networks, and deep learning are also discussed. It emphasizes the importance of data as the fuel for AI and explores its diverse applications. This book illustrates how AI has become integrated into various sectors, from healthcare and finance to transportation and agriculture, transforming industries and daily experiences.The Creative AI investigates AI's role in creative processes, including visual art, music, and literature. It discusses generative adversarial networks (GANs), AI-generated writing (e.g., GPT-3), and the ethical and philosophical debates surrounding AI creativity. The book also addresses critical issues like bias, privacy, accountability, and the need for ethical AI frameworks to ensure responsible development and deployment.This book analyzes the dual impact of AI on employment, balancing job displacement with opportunities for augmentation and new roles. It also explores solutions like universal basic income (UBI) and public-private partnerships. AI and Society, emphasizes the importance of transparency, fairness, and inclusivity in AI systems, advocating for global cooperation and ethical frameworks.Finally, it envisions a future where AI achieves superintelligence, exploring concepts like AGI, DNA computing, and the man-machine interface. It raises profound questions about AI singularity, transhumanism, and the potential risks of AI falling into the wrong hands, concluding with a call for careful consideration of AI's societal and ethical implications.Overall, the book serves as both a historical account and a forward-looking analysis of AI, offering insights into its transformative potential and the challenges it poses to humanity.
| Publication date | January 13, 2025 |
| Language | English |
| File size | 1.5 MB |
| Screen Reader | Supported |
| Enhanced typesetting | Enabled |
| X-Ray | Not Enabled |
| Word Wise | Enabled |
| Print length | 257 pages |
| Page Flip | Enabled |
| Item Weight | 1.5 lbs (680 grams) |
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Artificial Intelligence: The Complete Guide
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