{"id":6614,"date":"2025-01-02T10:50:06","date_gmt":"2025-01-02T10:50:06","guid":{"rendered":"https:\/\/bobea.net\/?p=6614"},"modified":"2025-01-02T10:50:08","modified_gmt":"2025-01-02T10:50:08","slug":"lia-au-service-de-legalite-des-genres-innovations-et-defis","status":"publish","type":"post","link":"https:\/\/bobea.net\/index.php\/2025\/01\/02\/lia-au-service-de-legalite-des-genres-innovations-et-defis\/","title":{"rendered":"L\u2019IA au service de l\u2019\u00e9galit\u00e9 des genres : Innovations et d\u00e9fis"},"content":{"rendered":"\n<p>Dans les lab\u00ado\u00adra\u00adtoires de recherche et les entre\u00adpris\u00ades tech\u00adnologiques du monde entier, une r\u00e9vo\u00adlu\u00adtion silen\u00adcieuse est en marche. L\u2019in\u00adtel\u00adli\u00adgence arti\u00adfi\u00adcielle (IA), sou\u00advent per\u00e7ue comme un domaine dom\u00adin\u00e9 par les hommes, devient pro\u00adgres\u00adsive\u00adment un out\u00adil puis\u00adsant pour pro\u00admou\u00advoir l\u2019\u00e9\u00adgal\u00adit\u00e9 des gen\u00adres.<\/p>\n\n\n\n<p>La r\u00e9vo\u00adlu\u00adtion f\u00e9mi\u00adnine dans l\u2019IA<\/p>\n\n\n\n<p>Des pio\u00adnni\u00e8res en pre\u00admi\u00e8re ligne<\/p>\n\n\n\n<p>Con\u00adtraire\u00adment aux id\u00e9es re\u00e7ues, de nom\u00adbreuses femmes sont aujour\u00add\u2019hui \u00e0 la pointe de l\u2019in\u00adno\u00adva\u00adtion tech\u00adnologique. Des chercheuses comme Timnit Gebru, ren\u00advoy\u00e9e de Google apr\u00e8s avoir d\u00e9non\u00adc\u00e9 les biais racistes et sex\u00adistes des algo\u00adrithmes, ont ouvert la voie \u00e0 une approche plus \u00e9thique de l\u2019in\u00adtel\u00adli\u00adgence arti\u00adfi\u00adcielle.<\/p>\n\n\n\n<p>Des algo\u00adrithmes con\u00adtre les dis\u00adcrim\u00adi\u00adna\u00adtions<\/p>\n\n\n\n<p>Plusieurs pro\u00adjets inno\u00advants \u00e9mer\u00adgent :<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Recrute\u00adment sans biais<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Algo\u00adrithmes qui masquent les infor\u00adma\u00adtions per\u00adson\u00adnelles lors du pre\u00admier tri des can\u00addi\u00adda\u00adtures<\/li>\n\n\n\n<li>R\u00e9duc\u00adtion de 40% des dis\u00adcrim\u00adi\u00adna\u00adtions gen\u00adr\u00e9es dans le proces\u00adsus d\u2019embauche<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Tra\u00adduc\u00adtion inclu\u00adsive<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>D\u00e9veloppe\u00adment de sys\u00adt\u00e8mes de tra\u00adduc\u00adtion neu\u00adtral\u00adisant les st\u00e9r\u00e9o\u00adtypes de genre<\/li>\n\n\n\n<li>Pro\u00adjets men\u00e9s par des \u00e9quipes majori\u00adtaire\u00adment f\u00e9minines<\/li>\n<\/ul>\n\n\n\n<p>Inno\u00adva\u00adtions majeures<\/p>\n\n\n\n<p>San\u00adt\u00e9 et bien-\u00eatre<\/p>\n\n\n\n<p>L\u2019IA devient un alli\u00e9 pr\u00e9\u00adcieux dans la d\u00e9tec\u00adtion pr\u00e9\u00adcoce de cer\u00adtaines mal\u00adadies :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Algo\u00adrithmes de diag\u00adnos\u00adtic du can\u00adcer du sein<\/li>\n\n\n\n<li>Appli\u00adca\u00adtions de suivi de la san\u00adt\u00e9 men\u00adtale<\/li>\n\n\n\n<li>Per\u00adson\u00adnal\u00adi\u00adsa\u00adtion des traite\u00adments m\u00e9di\u00adcaux<\/li>\n<\/ul>\n\n\n\n<p>\u00c9du\u00adca\u00adtion et for\u00adma\u00adtion<\/p>\n\n\n\n<p>Des plate\u00adformes d\u2019ap\u00adpren\u00adtis\u00adsage r\u00e9vo\u00adlu\u00adtion\u00adnent l\u2019ac\u00adc\u00e8s \u00e0 l\u2019\u00e9\u00add\u00adu\u00adca\u00adtion :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cours en ligne adap\u00adt\u00e9s aux dif\u00adf\u00e9rents pro\u00adfils d\u2019ap\u00adprenants<\/li>\n\n\n\n<li>Sys\u00adt\u00e8mes de tutorat per\u00adson\u00adnal\u00adis\u00e9<\/li>\n\n\n\n<li>D\u00e9tec\u00adtion pr\u00e9\u00adcoce des dif\u00adfi\u00adcult\u00e9s d\u2019ap\u00adpren\u00adtis\u00adsage<\/li>\n<\/ul>\n\n\n\n<p>Les d\u00e9fis per\u00adsis\u00adtants<\/p>\n\n\n\n<p>Sous-repr\u00e9sen\u00adta\u00adtion des femmes<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Seule\u00adment 22% des pro\u00adfes\u00adsion\u00adnels de l\u2019IA sont des femmes<\/li>\n\n\n\n<li>\u00c9cart salar\u00adi\u00adal de 28% dans le secteur tech<\/li>\n\n\n\n<li>N\u00e9ces\u00adsit\u00e9 de pro\u00adgrammes de for\u00adma\u00adtion et de men\u00adtorat<\/li>\n<\/ul>\n\n\n\n<p>Biais algo\u00adrith\u00admiques<\/p>\n\n\n\n<p>Mal\u00adgr\u00e9 les pro\u00adgr\u00e8s, des prob\u00adl\u00e8mes sub\u00adsis\u00adtent :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recon\u00adnais\u00adsance faciale moins pr\u00e9\u00adcise pour les femmes et per\u00adson\u00adnes de couleur<\/li>\n\n\n\n<li>Recom\u00adman\u00adda\u00adtions d\u2019emploi ou de for\u00adma\u00adtion encore st\u00e9r\u00e9o\u00adtyp\u00e9es<\/li>\n\n\n\n<li>N\u00e9ces\u00adsit\u00e9 de diver\u00adsi\u00adfi\u00ader les \u00e9quipes de d\u00e9veloppe\u00adment<\/li>\n<\/ul>\n\n\n\n<p>T\u00e9moignages et per\u00adspec\u00adtives<\/p>\n\n\n\n<p>Por\u00adtraits de femmes inno\u00advantes<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Dr. Fei-Fei Li<\/strong>&nbsp;(Stan\u00adford)<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pio\u00adnni\u00e8re dans la vision par ordi\u00adna\u00adteur<\/li>\n\n\n\n<li>A d\u00e9velop\u00adp\u00e9 Ima\u00adgeNet, base de don\u00adn\u00e9es r\u00e9vo\u00adlu\u00adtion\u00adnaire<\/li>\n<\/ul>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Joy Buo\u00adlamwi\u00adni<\/strong>&nbsp;(Algo\u00adrith\u00admic Jus\u00adtice League)<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mil\u00adi\u00adtante con\u00adtre les biais raci\u00adaux et de genre dans l\u2019IA<\/li>\n\n\n\n<li>A d\u00e9mon\u00adtr\u00e9 les lim\u00adites des sys\u00adt\u00e8mes de recon\u00adnais\u00adsance faciale<\/li>\n<\/ul>\n\n\n\n<p>Ini\u00adtia\u00adtives inter\u00adna\u00adtionales<\/p>\n\n\n\n<p>Pro\u00adgrammes de sou\u00adtien<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pro\u00adgramme \u201cWomen in AI\u201d de l\u2019UNESCO<\/li>\n\n\n\n<li>Bours\u00ades et finance\u00adments d\u00e9di\u00e9s<\/li>\n\n\n\n<li>Incu\u00adba\u00adteurs sp\u00e9\u00adcial\u00adis\u00e9s<\/li>\n<\/ul>\n\n\n\n<p>Con\u00adclu\u00adsion : Un avenir \u00e0 con\u00adstru\u00adire ensem\u00adble<\/p>\n\n\n\n<p>L\u2019in\u00adtel\u00adli\u00adgence arti\u00adfi\u00adcielle n\u2019est pas qu\u2019un out\u00adil tech\u00adnologique, c\u2019est un miroir de notre soci\u00e9t\u00e9. Sa capac\u00adit\u00e9 \u00e0 r\u00e9duire les in\u00e9\u00adgal\u00adit\u00e9s d\u00e9pen\u00addra de notre volon\u00adt\u00e9 col\u00adlec\u00adtive de con\u00adstru\u00adire des sys\u00adt\u00e8mes plus justes, plus inclusifs et plus repr\u00e9sen\u00adtat\u00adifs. Les femmes ne sont plus seule\u00adment des util\u00adisatri\u00adces de tech\u00adnolo\u00adgies, elles en devi\u00aden\u00adnent les prin\u00adci\u00adpales archi\u00adtectes. L\u2019IA du futur sera n\u00e9ces\u00adsaire\u00adment f\u00e9min\u00adiste, ou ne sera pas.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans les lab\u00ado\u00adra\u00adtoires de recherche et les entre\u00adpris\u00ades tech\u00adnologiques du monde entier, une r\u00e9vo\u00adlu\u00adtion silen\u00adcieuse est en marche. L\u2019in\u00adtel\u00adli\u00adgence arti\u00adfi\u00adcielle (IA), sou\u00advent per\u00e7ue comme un domaine dom\u00adin\u00e9 par les hommes,\u2026 <\/p>\n","protected":false},"author":1,"featured_media":6615,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wp_typography_post_enhancements_disabled":false,"footnotes":""},"categories":[73,53],"tags":[],"class_list":["post-6614","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-on-en-parle","category-viva"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>L&#039;IA au service de l&#039;\u00e9galit\u00e9 des genres : Innovations et d\u00e9fis - Bobea<\/title>\n<meta name=\"description\" content=\"Dans les laboratoires de recherche et les entreprises technologiques du monde entier, une r\u00e9volution silencieuse est en marche.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bobea.net\/index.php\/2025\/01\/02\/lia-au-service-de-legalite-des-genres-innovations-et-defis\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;IA au service de l&#039;\u00e9galit\u00e9 des genres : Innovations et d\u00e9fis - 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