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Demaskowanie uprzedzeń związanych z plcią by Marena Vitola-Quintero, José Julián Moreno Sáenz, Jhon Eduard Jiménez Herrera

Demaskowanie uprzedzeń związanych z plcią

by Marena Vitola-Quintero , José Julián Moreno Sáenz , Jhon Eduard Jiménez Herrera
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Book cover type: Paperback
  • ISBN13: 9786209412813
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 68
  • Original Price: GBP 38.19
  • Language: Polish
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): General

Poprzez systematyczny przegląd literatury, niniejszy artykul bada, w jaki spos�b niekt�re algorytmy sztucznej inteligencji są stronnicze, co stanowi poważne ryzyko etyczne i spoleczne, biorąc pod uwagę, że zautomatyzowane systemy aktywnie uczestniczą w podejmowaniu r�żnych decyzji. Om�wiono r�wnież, w jaki spos�b brak r�żnorodności w zespolach programist�w sztucznej inteligencji i zbiorach danych szkoleniowych zwiększa prawdopodobieństwo stronniczości. Ponadto podkreśla etyczne i spoleczne konsekwencje tych uprzedzeń w r�żnych kontekstach, takich jak w miejscu pracy, gdzie zautomatyzowane narzędzia rekrutacyjne dyskryminują kandydatki, lub w medycynie, gdzie diagnozy są mniej dokladne dla kobiet z powodu braku reprezentatywnych danych. Z regulacyjnego punktu widzenia uznaje się niewystarczalnośc wiążących ram prawnych. Chociaż podejmowane są wysilki, takie jak proponowane przez Unię Europejską prawo dotyczące sztucznej inteligencji lub zalecenia etyczne UNESCO, wielu z tych przepis�w brakuje skutecznych mechanizm�w egzekwowania. Z kolei kraje takie jak Kanada wprowadzily obowiązkowe narzędzia oceny wplywu algorytm�w, kt�re stanowią bardziej skuteczny model.

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