{"id":4063,"date":"2023-08-09T19:40:46","date_gmt":"2023-08-09T19:40:46","guid":{"rendered":"https:\/\/dailyai.com\/?p=4063"},"modified":"2023-08-09T19:40:46","modified_gmt":"2023-08-09T19:40:46","slug":"the-struggle-to-prevent-gender-biased-ai-systems","status":"publish","type":"post","link":"https:\/\/dailyai.com\/pt\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/","title":{"rendered":"A luta para evitar sistemas de IA com preconceitos de g\u00e9nero"},"content":{"rendered":"<p><b>A IA pode cegar-nos com a sua aparente objetividade quando, na realidade, \u00e9 profundamente subjectiva e suscet\u00edvel de ser enviesada.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Numerosos estudos sublinham <\/span><a href=\"https:\/\/dailyai.com\/pt\/2023\/08\/we-want-unbiased-llms-but-its-impossible-heres-why\/\"><span style=\"font-weight: 400;\">Preconceito relacionado com a IA<\/span><\/a><span style=\"font-weight: 400;\">A maioria dos efeitos \u00e9 sentida pelos indiv\u00edduos de pele mais escura e pelas mulheres.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e1 muitas li\u00e7\u00f5es hist\u00f3ricas sobre a IA tendenciosa, incluindo o modelo de recrutamento falhado da Amazon, que n\u00e3o recomendou as mulheres de forma justa para fun\u00e7\u00f5es tecnol\u00f3gicas, e os modelos de reconhecimento facial, que identificaram erradamente v\u00e1rios homens negros, o que resultou em problemas legais prolongados.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c0 medida que a IA se integra profundamente no nosso quotidiano, a quest\u00e3o da parcialidade tornou-se cr\u00edtica, uma vez que alguns destes sistemas est\u00e3o a tomar decis\u00f5es que mudam a nossa vida em nosso nome. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">As mulheres est\u00e3o preocupadas com o facto de os sistemas de IA n\u00e3o as beneficiarem ou n\u00e3o as servirem da mesma forma que os homens, o que resulta numa tomada de decis\u00f5es pobre e desigual.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Catherine Flick, investigadora em Inform\u00e1tica e Responsabilidade Social da Universidade De Montfort, Reino Unido, comentou: \"\u00c9 um refor\u00e7o de uma sociedade patriarcal tecnoc\u00eantrica que, mais uma vez, codifica preconceitos de g\u00e9nero numa tecnologia aparentemente 'neutra'.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Flick salienta que mesmo as tecnologias que consideramos neutras, como os autom\u00f3veis ou a medicina moderna, podem n\u00e3o satisfazer necessariamente as necessidades das mulheres de forma t\u00e3o eficaz como as dos homens.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">McKinsey's <\/span><a href=\"https:\/\/dailyai.com\/pt\/2023\/06\/mckinsey-releases-special-report-on-generative-ai-these-are-the-key-findings\/\"><span style=\"font-weight: 400;\">projec\u00e7\u00f5es recentes<\/span><\/a><span style=\"font-weight: 400;\"> indicam que a IA pode deslocar empregos, sendo as mulheres 1,5 vezes mais vulner\u00e1veis \u00e0 desloca\u00e7\u00e3o de empregos pela IA do que os homens.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Falando do projeto de recrutamento falhado da Amazon que prejudicava diretamente as candidaturas que continham a palavra \"mulheres\" ou \"mulheres\", a Dra. Sasha Luccioni, da empresa de desenvolvimento de IA HuggingFace, afirma: \"As mulheres estavam t\u00e3o sub-representadas nos dados que o modelo rejeitava essencialmente sempre que aparecia a palavra 'mulheres'\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alguns conjuntos de dados cl\u00e1ssicos utilizados para a avalia\u00e7\u00e3o comparativa da aprendizagem autom\u00e1tica (ML) foram expostos como sendo constitu\u00eddos predominantemente por homens brancos.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Luccioni continuou: \"H\u00e1 muito poucas mulheres a trabalhar neste dom\u00ednio, muito poucas mulheres a ter um lugar \u00e0 mesa\". Esta falta de representa\u00e7\u00e3o \u00e9 importante porque os algoritmos, explica, transportam valores. Esses valores podem n\u00e3o refletir uma perspetiva diversificada se os criadores forem predominantemente homens.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Este desequil\u00edbrio entre g\u00e9neros tamb\u00e9m \u00e9 evidente nos dados de treino da IA. Muitos modelos lingu\u00edsticos de grande dimens\u00e3o, como o ChatGPT, utilizam conjuntos de dados de plataformas como o Reddit para treino, onde cerca de dois ter\u00e7os dos utilizadores s\u00e3o do sexo masculino. Consequentemente, estes sistemas de IA podem produzir resultados que reflectem conversas tendenciosas para os homens.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Endere\u00e7amento <\/span><a href=\"https:\/\/dailyai.com\/pt\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\"><span style=\"font-weight: 400;\">Os preconceitos da IA<\/span><\/a><span style=\"font-weight: 400;\"> requer uma abordagem hol\u00edstica, defende Flick. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Desde a recolha de dados at\u00e9 \u00e0 fase de engenharia, o processo exige uma maior diversidade. \"Se os dados que entram n\u00e3o forem suficientemente bons, nem sequer devem chegar \u00e0 fase de engenharia\", insiste.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>A IA pode cegar-nos com a sua aparente objetividade quando, na realidade, \u00e9 profundamente subjectiva e pass\u00edvel de enviesamento.  Numerosos estudos destacam os preconceitos relacionados com a IA, sendo a maioria dos efeitos sentidos por indiv\u00edduos de pele mais escura e por mulheres.  H\u00e1 muitas li\u00e7\u00f5es hist\u00f3ricas sobre a IA tendenciosa, incluindo o modelo de recrutamento falhado da Amazon, que n\u00e3o recomendou as mulheres de forma justa para fun\u00e7\u00f5es tecnol\u00f3gicas, e os modelos de reconhecimento facial, que identificaram erradamente v\u00e1rios homens negros, o que resultou em quest\u00f5es legais prolongadas.  \u00c0 medida que a IA se integra profundamente no nosso quotidiano, a quest\u00e3o da parcialidade tornou-se cr\u00edtica, uma vez que alguns destes sistemas est\u00e3o a tomar decis\u00f5es que mudam a nossa vida em nosso nome. Mulheres<\/p>","protected":false},"author":2,"featured_media":4064,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[290,103,213],"class_list":["post-4063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai-bias","tag-ai-debate","tag-bias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The struggle to prevent gender-biased AI systems | DailyAI<\/title>\n<meta name=\"description\" content=\"AI can blind us with its apparent objectivity when in reality, it\u2019s deeply subjective and liable to bias.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/pt\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The struggle to prevent gender-biased AI systems | DailyAI\" \/>\n<meta property=\"og:description\" content=\"AI can blind us with its apparent objectivity when in reality, it\u2019s deeply subjective and liable to bias.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/pt\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-09T19:40:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/shutterstock_2268826497.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"563\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"The struggle to prevent gender-biased AI systems\",\"datePublished\":\"2023-08-09T19:40:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/\"},\"wordCount\":411,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/the-struggle-to-prevent-gender-biased-ai-systems\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/shutterstock_2268826497.jpg\",\"keywords\":[\"AI bias\",\"AI debate\",\"Bias\"],\"articleSection\":[\"Ethics &amp; 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