{"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\/it\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/","title":{"rendered":"La lotta per impedire che i sistemi di intelligenza artificiale siano influenzati dal genere"},"content":{"rendered":"<p><b>L'intelligenza artificiale pu\u00f2 accecarci con la sua apparente oggettivit\u00e0, mentre in realt\u00e0 \u00e8 profondamente soggettiva e soggetta a pregiudizi.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Numerosi studi evidenziano <\/span><a href=\"https:\/\/dailyai.com\/it\/2023\/08\/we-want-unbiased-llms-but-its-impossible-heres-why\/\"><span style=\"font-weight: 400;\">Pregiudizi legati all'intelligenza artificiale<\/span><\/a><span style=\"font-weight: 400;\">, con la maggior parte degli effetti avvertiti dagli individui con la pelle pi\u00f9 scura e dalle donne.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ci sono molte lezioni storiche di IA distorta, come il modello di reclutamento fallito di Amazon, che non \u00e8 riuscito a raccomandare le donne in modo equo per i ruoli tecnologici, e i modelli di riconoscimento facciale, che hanno erroneamente identificato diversi uomini di colore, dando luogo a lunghe questioni legali.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Man mano che l'intelligenza artificiale entra a far parte della nostra vita quotidiana, la questione dei pregiudizi \u00e8 diventata cruciale, poich\u00e9 alcuni di questi sistemi stanno prendendo decisioni che cambiano la vita per nostro conto. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Le donne sono preoccupate che i sistemi di IA non siano vantaggiosi o non servano loro allo stesso modo degli uomini, con il risultato di un processo decisionale povero e iniquo.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Catherine Flick, ricercatrice di Informatica e Responsabilit\u00e0 sociale della De Montfort University, Regno Unito, ha commentato: \"\u00c8 un rafforzamento di una societ\u00e0 patriarcale tecnocentrica che ancora una volta codifica i pregiudizi di genere in una tecnologia apparentemente 'neutra'\".\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Flick sottolinea che anche le tecnologie che consideriamo neutre, come le automobili o la medicina moderna, non necessariamente rispondono alle esigenze delle donne con la stessa efficacia con cui rispondono a quelle degli uomini.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">McKinsey <\/span><a href=\"https:\/\/dailyai.com\/it\/2023\/06\/mckinsey-releases-special-report-on-generative-ai-these-are-the-key-findings\/\"><span style=\"font-weight: 400;\">proiezioni recenti<\/span><\/a><span style=\"font-weight: 400;\"> indicano che l'IA potrebbe spostare posti di lavoro, con le donne che sono 1,5 volte pi\u00f9 vulnerabili rispetto agli uomini.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Parlando del progetto di reclutamento fallito di Amazon che pregiudicava direttamente le candidature contenenti la parola \"donne\" o \"femminile\", la dottoressa Sasha Luccioni, della societ\u00e0 di sviluppo di intelligenza artificiale HuggingFace, afferma: \"Le donne erano cos\u00ec sottorappresentate nei dati che il modello avrebbe essenzialmente rifiutato ogni volta che fosse comparsa la parola 'donne'\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alcuni dataset classici utilizzati per il benchmarking dell'apprendimento automatico (ML) sono stati rivelati come composti prevalentemente da uomini bianchi.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Luccioni ha continuato: \"Ci sono pochissime donne che lavorano nel settore, pochissime donne che hanno un posto a tavola\". Questa mancanza di rappresentanza \u00e8 importante perch\u00e9 gli algoritmi, spiega, sono portatori di valori. Questi valori potrebbero non riflettere una prospettiva diversificata se i creatori sono prevalentemente uomini.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Questo squilibrio di genere \u00e8 evidente anche nei dati di addestramento dell'IA. Molti modelli linguistici di grandi dimensioni, come ChatGPT, utilizzano per l'addestramento set di dati provenienti da piattaforme come Reddit, dove circa due terzi degli utenti sono maschi. Di conseguenza, questi sistemi di IA possono produrre risultati che riflettono conversazioni di genere maschile.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Indirizzamento <\/span><a href=\"https:\/\/dailyai.com\/it\/2023\/07\/unmasking-the-deep-seated-biases-in-ai-systems\/\"><span style=\"font-weight: 400;\">I pregiudizi dell'intelligenza artificiale<\/span><\/a><span style=\"font-weight: 400;\"> richiede un approccio olistico, sostiene Flick. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dalla raccolta dei dati alla fase di progettazione, il processo richiede una maggiore diversit\u00e0. \"Se i dati che arrivano non sono abbastanza buoni, non dovrebbero nemmeno arrivare alla fase di progettazione\", insiste.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>L'intelligenza artificiale pu\u00f2 accecarci con la sua apparente oggettivit\u00e0, mentre in realt\u00e0 \u00e8 profondamente soggettiva e soggetta a pregiudizi.  Numerosi studi evidenziano i pregiudizi legati all'IA, la maggior parte dei quali si ripercuote sulle persone di pelle pi\u00f9 scura e sulle donne.  Ci sono molte lezioni storiche di IA distorta, tra cui il modello di reclutamento fallito di Amazon, che non ha raccomandato le donne in modo equo per i ruoli tecnologici, e i modelli di riconoscimento facciale, che hanno erroneamente identificato diversi uomini di colore, dando luogo a lunghe questioni legali.  Poich\u00e9 l'IA \u00e8 sempre pi\u00f9 presente nella nostra vita quotidiana, la questione dei pregiudizi \u00e8 diventata cruciale, in quanto alcuni di questi sistemi stanno prendendo decisioni che cambiano la vita per nostro conto. Le donne<\/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\/it\/2023\/08\/the-struggle-to-prevent-gender-biased-ai-systems\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\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\/it\/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=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuti\" \/>\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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