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Beyond Quantity

Research with Subsymbolic AI

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  • 360 stron
  • 13 godzin czytania

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How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also the social sciences and the humanities seem to be increasingly affected by current approaches of subsymbolic AI, which master problems of quality (fuzziness, uncertainty) in a hitherto unknown way. But what are the conditions, implications, and effects of these (potential) epistemic transformations and how must research on AI be configured to address them adequately?

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Beyond Quantity, Andreas Sudmann

Język
Rok wydania
2023
Oprawa
(miękka)
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Tytuł
Beyond Quantity
Podtytuł
Research with Subsymbolic AI
Język
angielski
Wydawca
transcript
Rok wydania
2023
Oprawa
miękka
Liczba stron
360
ISBN10
3837667669
ISBN13
9783837667660
Seria
Tagi
Ocena
2 z 5
Opis
How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also the social sciences and the humanities seem to be increasingly affected by current approaches of subsymbolic AI, which master problems of quality (fuzziness, uncertainty) in a hitherto unknown way. But what are the conditions, implications, and effects of these (potential) epistemic transformations and how must research on AI be configured to address them adequately?