On the path to AI [electronic resource] : Law's prophecies and the conceptual foundations of the machine learning age

• Tác giả: Thomas D Grant, Damon J Wischik
• Ngôn ngữ: ger
• ISBN-13: 978-3030435820
• Ký hiệu phân loại: 303.483 Development of science and technology
• Thông tin xuất bản: Cham : Springer International Publishing : Imprint: Palgrave Macmillan, 2020
• Mô tả vật lý: XXII, 147 p. 4 illus. , online resource.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 169515
• Chủ đề: 1. Artificial intelligence; 2. Human geography; 3. Law; 4. Mass media; 5. Technology-Sociological aspects; 6. Science and Technology Studies; 7. Artificial Intelligence; 8. Human Geography; 9. IT Law, Media Law, Intellectual Property

Tóm tắt

This open access book explores machine learning and its impact on how we make sense of the world. It does so by bringing together two 'revolutions' in a surprising analogy: the revolution of machine learning, which has placed computing on the path to artificial intelligence, and the revolution in thinking about the law that was spurred by Oliver Wendell Holmes Jr in the last two decades of the 19th century. Holmes reconceived law as prophecy based on experience, prefiguring the buzzwords of the machine learning age-prediction based on datasets. On the path to AI introduces readers to the key concepts of machine learning, discusses the potential applications and limitations of predictions generated by machines using data, and informs current debates amongst scholars, lawyers and policy makers on how it should be used and regulated wisely. Technologists will also find useful lessons learned from the last 120 years of legal grappling with accountability, explainability, and biased data. .