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On the path to AI
Thomas D. Grant and Damon J. Wischik
2020
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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.
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Keywords
- 'big data'
- AI
- algorithmic bias
- artificial intelligence
- Computer science
- Computing & information technology
- Entertainment & media law
- Futurism
- history of ideas
- Human geography
- IT Law, Media Law, Intellectual Property
- Law
- Laws of Specific jurisdictions
- legal interpretation
- Legal Philosophy
- machine bias
- Machine learning
- Oliver Wendell Holmes Jr
- open access
- probability theory
- science and technology studies
- Society & Social Sciences
- Sociology
- Sociology & anthropology
- Transhumanism
- Wendell Holmes Jr.
Links
DOI: 10.1007/978-3-030-43582-0Editions