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Entlarvung geschlechtsspezifischer Vorurteile by Marena Vitola-Quintero, José Julián Moreno Sáenz, Jhon Eduard Jiménez Herrera

Entlarvung geschlechtsspezifischer Vorurteile

by Marena Vitola-Quintero , José Julián Moreno Sáenz , Jhon Eduard Jiménez Herrera
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Book cover type: Paperback
  • ISBN13: 9786209483332
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 68
  • Original Price: GBP 38.19
  • Language: German
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): General

Anhand einer systematischen Literaturrecherche wird in diesem Papier untersucht, wie einige KI-Algorithmen voreingenommen sind, eine Situation, die ein gro es ethisches und soziales Risiko darstellt, da automatisierte Systeme aktiv an einer Vielzahl von Entscheidungen beteiligt sind. Es wird auch er�rtert, wie der Mangel an Vielfalt in KI-Entwicklungsteams und Trainingsdatens�tzen die Wahrscheinlichkeit von Voreingenommenheit erh�ht. Dar�ber hinaus werden die ethischen und sozialen Auswirkungen dieser Voreingenommenheit in verschiedenen Kontexten beleuchtet, z. B. am Arbeitsplatz, wo automatisierte Rekrutierungstools weibliche Bewerber diskriminieren, oder in der Medizin, wo Diagnosen f�r Frauen aufgrund fehlender repr�sentativer Daten weniger genau sind. Aus regulatorischer Sicht wird die Unzul�nglichkeit verbindlicher rechtlicher Rahmenbedingungen einger�umt. Zwar gibt es Bem�hungen wie das von der Europ�ischen Union vorgeschlagene KI-Gesetz oder die ethischen Empfehlungen der UNESCO, doch fehlt es vielen dieser Vorschriften an wirksamen Durchsetzungsmechanismen. Im Gegensatz dazu haben L�nder wie Kanada obligatorische Instrumente zur Bewertung der Auswirkungen von Algorithmen eingef�hrt, die ein effektiveres Modell darstellen.

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