On the path to AI
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 th...
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| 主要な著者: | , |
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| フォーマット: | Online |
| 言語: | 英語 |
| 出版事項: |
Springer Nature
2021
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| 主題: | |
| オンライン･アクセス: | ONIX_20200615_9783030435820_16 |
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| _version_ | 1869514800111812608 |
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| author | Grant, Thomas D. Wischik, Damon J. |
| author_browse | Grant, Thomas D. Wischik, Damon J. |
| author_facet | Grant, Thomas D. Wischik, Damon J. |
| author_sort | Grant, Thomas D. |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-36340 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-363402025-03-17T04:42:36Z On the path to AI Grant, Thomas D. Wischik, Damon J. Science and Technology Studies Human Geography IT Law, Media Law, Intellectual Property Artificial Intelligence AI Machine learning artificial intelligence 'big data' probability theory history of ideas legal interpretation Transhumanism Futurism Oliver Wendell Holmes Jr Wendell Holmes Jr. legal philosophy machine bias algorithmic bias Open Access Sociology Human geography Entertainment & media law Artificial intelligence thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography thema EDItEUR::L Law::LN Laws of specific jurisdictions and specific areas of law::LNJ Entertainment and media law thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence 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. 2021-02-10T14:34:59Z 2021-02-10T14:34:59Z 2020-06-15T15:07:57Z 2020 book ONIX_20200615_9783030435820_16 OCN: 1158229248 http://library.oapen.org/handle/20.500.12657/39543 https://directory.doabooks.org/handle/20.500.12854/36340 eng open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/39543/1/2020_Book_OnThePathToAI.pdf https://library.oapen.org/bitstream/20.500.12657/39543/1/2020_Book_OnThePathToAI.pdf https://library.oapen.org/bitstream/20.500.12657/39543/1/2020_Book_OnThePathToAI.pdf Springer Nature Springer 10.1007/978-3-030-43582-0 10.1007/978-3-030-43582-0 9fa3421d-f917-4153-b9ab-fc337c396b5a Springer 147 Singapore open access |
| spellingShingle | Science and Technology Studies Human Geography IT Law, Media Law, Intellectual Property Artificial Intelligence AI Machine learning artificial intelligence 'big data' probability theory history of ideas legal interpretation Transhumanism Futurism Oliver Wendell Holmes Jr Wendell Holmes Jr. legal philosophy machine bias algorithmic bias Open Access Sociology Human geography Entertainment & media law Artificial intelligence thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography thema EDItEUR::L Law::LN Laws of specific jurisdictions and specific areas of law::LNJ Entertainment and media law thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Grant, Thomas D. Wischik, Damon J. On the path to AI |
| title | On the path to AI |
| title_full | On the path to AI |
| title_fullStr | On the path to AI |
| title_full_unstemmed | On the path to AI |
| title_short | On the path to AI |
| title_sort | on the path to ai |
| topic | Science and Technology Studies Human Geography IT Law, Media Law, Intellectual Property Artificial Intelligence AI Machine learning artificial intelligence 'big data' probability theory history of ideas legal interpretation Transhumanism Futurism Oliver Wendell Holmes Jr Wendell Holmes Jr. legal philosophy machine bias algorithmic bias Open Access Sociology Human geography Entertainment & media law Artificial intelligence thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography thema EDItEUR::L Law::LN Laws of specific jurisdictions and specific areas of law::LNJ Entertainment and media law thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Science and Technology Studies Human Geography IT Law, Media Law, Intellectual Property Artificial Intelligence AI Machine learning artificial intelligence 'big data' probability theory history of ideas legal interpretation Transhumanism Futurism Oliver Wendell Holmes Jr Wendell Holmes Jr. legal philosophy machine bias algorithmic bias Open Access Sociology Human geography Entertainment & media law Artificial intelligence thema EDItEUR::J Society and Social Sciences::JH Sociology and anthropology::JHB Sociology thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography::RGC Human geography thema EDItEUR::L Law::LN Laws of specific jurisdictions and specific areas of law::LNJ Entertainment and media law thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | ONIX_20200615_9783030435820_16 |
| work_keys_str_mv | AT grantthomasd onthepathtoai AT wischikdamonj onthepathtoai |