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Desmascarar os preconceitos de género by Marena Vitola-Quintero, José Julián Moreno Sáenz, Jhon Eduard Jiménez Herrera

Desmascarar os preconceitos de género

by Marena Vitola-Quintero , José Julián Moreno Sáenz , Jhon Eduard Jiménez Herrera
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Book cover type: Paperback
  • ISBN13: 9786209449659
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 68
  • Original Price: GBP 38.19
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): General

Atrav�s de uma revis�o sistem�tica da literatura, este documento explora a forma como alguns algoritmos de IA s�o tendenciosos, uma situa��o que representa um grande risco �tico e social, dado que os sistemas automatizados participam ativamente numa s�rie de decis�es. Discute tamb�m a forma como a falta de diversidade nas equipas de desenvolvimento de IA e nos conjuntos de dados de treino aumenta a probabilidade de enviesamento. Al�m disso, destaca as implica��es �ticas e sociais destes enviesamentos em diferentes contextos, como no local de trabalho, onde as ferramentas de recrutamento automatizado discriminam as candidatas do sexo feminino, ou na medicina, onde os diagn�sticos s�o menos exactos para as mulheres devido � falta de dados representativos. Do ponto de vista regulamentar, reconhece-se a insufici�ncia de quadros jur�dicos vinculativos. Embora existam esfor�os como a proposta de lei sobre a IA da Uni�o Europeia ou as recomenda��es �ticas da UNESCO, muitos destes regulamentos carecem de mecanismos de aplica��o eficazes. Em contrapartida, pa�ses como o Canad� avan�aram com ferramentas obrigat�rias de avalia��o do impacto dos algoritmos, que representam um modelo mais eficaz.

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