{"id":8407,"date":"2024-02-22T19:58:57","date_gmt":"2024-02-22T18:58:57","guid":{"rendered":"https:\/\/technophilosoph.com\/2024\/02\/22\/ia-defaillante-nazis-noirs-et-vikings-mongols-a-tresses-rasta\/"},"modified":"2024-02-22T22:58:10","modified_gmt":"2024-02-22T21:58:10","slug":"ia-defaillante-nazis-noirs-et-vikings-mongols-a-tresses-rasta","status":"publish","type":"post","link":"https:\/\/technophilosoph.com\/fr\/2024\/02\/22\/ia-defaillante-nazis-noirs-et-vikings-mongols-a-tresses-rasta\/","title":{"rendered":"IA d\u00e9faillante : nazis noirs et vikings mongols \u00e0 tresses rasta"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Les critiques formul\u00e9es jusqu&rsquo;\u00e0 pr\u00e9sent \u00e0 l&rsquo;encontre de l&rsquo;intelligence artificielle, et ce \u00e0 juste titre, portaient principalement sur le parti pris (en anglais : bias) dans les r\u00e9sultats. Les images de personnes exer\u00e7ant des professions prestigieuses montraient presque exclusivement des hommes, les personnes \u00e0 la peau fonc\u00e9e \u00e9taient marqu\u00e9es comme des gorilles, les criminels \u00e9taient repr\u00e9sent\u00e9s presque exclusivement avec des personnes \u00e0 la peau fonc\u00e9e et des minorit\u00e9s, et les femmes surtout dans des professions subalternes.<\/p>\n\n<p class=\"wp-block-paragraph\">Les d\u00e9veloppeurs de tels mod\u00e8les linguistiques s&rsquo;efforcent depuis lors de corriger cela et d&rsquo;utiliser des donn\u00e9es d&rsquo;entra\u00eenement <em>plus diverses<\/em> pour corriger ces biais. Mais c&rsquo;est Google qui a tir\u00e9 la sonnette d&rsquo;alarme avec son nouveau mod\u00e8le linguistique <a href=\"https:\/\/gemini.google.com\/app\" target=\"_blank\" rel=\"noreferrer noopener\">Gemini<\/a>, car celui-ci \u00e9tait trop inclusif. L&rsquo;exemple suivant montre \u00e0 quel point il est inclusif : l&rsquo;instruction textuelle \u00ab\u00a0<em>G\u00e9n\u00e9rer une image d&rsquo;un soldat allemand en 1943<\/em>\u00a0\u00bb a donn\u00e9 ces r\u00e9sultats :<\/p>\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"661\" height=\"668\" src=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-01.jpg?resize=661%2C668&#038;ssl=1\" alt=\"\" class=\"wp-image-8374\" srcset=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-01.jpg?w=661&amp;ssl=1 661w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-01.jpg?resize=297%2C300&amp;ssl=1 297w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-01.jpg?resize=59%2C60&amp;ssl=1 59w\" sizes=\"auto, (max-width: 661px) 100vw, 661px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\">Sur quatre r\u00e9sultats, un seul repr\u00e9sentait un homme blanc en uniforme de la Wehrmacht, mais un autre repr\u00e9sentait un homme \u00e0 la peau sombre, un autre une femme asiatique et un autre une Am\u00e9rindienne.<\/p>\n\n<p class=\"wp-block-paragraph\">Ce r\u00e9sultat a \u00e9t\u00e9 suivi d&rsquo;une s\u00e9rie d&rsquo;autres exemples. Les Vikings \u00e9taient repr\u00e9sent\u00e9s comme des Mongols et d&rsquo;autres ethnies, mais pas comme les personnes blanches qu&rsquo;ils \u00e9taient en r\u00e9alit\u00e9.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"795\" src=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?resize=720%2C795&#038;ssl=1\" alt=\"\" class=\"wp-image-8378\" srcset=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?resize=927%2C1024&amp;ssl=1 927w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?resize=272%2C300&amp;ssl=1 272w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?resize=768%2C849&amp;ssl=1 768w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?resize=54%2C60&amp;ssl=1 54w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-03.jpg?w=1086&amp;ssl=1 1086w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\">La recherche de scientifiques du XVIIe si\u00e8cle, qui \u00e9taient clairement des hommes blancs &#8211; \u00ab\u00a0gr\u00e2ce\u00a0\u00bb au manque d&rsquo;opportunit\u00e9s pour les femmes et au d\u00e9veloppement des sciences en Europe &#8211; ont surtout \u00e9t\u00e9 pr\u00e9sent\u00e9s comme divers, sauf qu&rsquo;ils n&rsquo;\u00e9taient pas blancs.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"789\" src=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=720%2C789&#038;ssl=1\" alt=\"\" class=\"wp-image-8382\" srcset=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=934%2C1024&amp;ssl=1 934w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=274%2C300&amp;ssl=1 274w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=768%2C842&amp;ssl=1 768w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=1402%2C1536&amp;ssl=1 1402w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=1869%2C2048&amp;ssl=1 1869w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=1200%2C1315&amp;ssl=1 1200w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?resize=55%2C60&amp;ssl=1 55w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-05.jpg?w=2160&amp;ssl=1 2160w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\">Il s&rsquo;av\u00e8re que Gemini transforme des instructions textuelles en arri\u00e8re-plan en instructions destin\u00e9es \u00e0 g\u00e9n\u00e9rer davantage de personnes diverses dans les images, en allant jusqu&rsquo;\u00e0 ne faire appara\u00eetre que tr\u00e8s peu de personnes blanches. <\/p>\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"621\" src=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Google-Gemini-06.jpg?resize=720%2C621&#038;ssl=1\" alt=\"\" class=\"wp-image-8397\" srcset=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Google-Gemini-06.jpg?w=756&amp;ssl=1 756w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Google-Gemini-06.jpg?resize=300%2C259&amp;ssl=1 300w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Google-Gemini-06.jpg?resize=70%2C60&amp;ssl=1 70w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\">De plus, Gemini n&rsquo;a pas non plus compris le contexte. L&rsquo;arm\u00e9e allemande \u00e9tait compos\u00e9e en grande partie d&rsquo;hommes blancs europ\u00e9ens, les scientifiques du XVIIe si\u00e8cle aussi, et les p\u00e8res fondateurs am\u00e9ricains \u00e9taient &#8211; pour des raisons historiques &#8211; exclusivement des hommes blancs.<\/p>\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"827\" src=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?resize=720%2C827&#038;ssl=1\" alt=\"\" class=\"wp-image-8386\" srcset=\"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?resize=891%2C1024&amp;ssl=1 891w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?resize=261%2C300&amp;ssl=1 261w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?resize=768%2C883&amp;ssl=1 768w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?resize=52%2C60&amp;ssl=1 52w, https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini-DEI-02.jpg?w=1044&amp;ssl=1 1044w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n<p class=\"wp-block-paragraph\">Suite \u00e0 ces critiques, Google a d\u00e9sactiv\u00e9 la fonction de g\u00e9n\u00e9ration d&rsquo;images sur Gemini afin de travailler sur une solution.<\/p>\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">We&#39;re already working to address recent issues with Gemini&#39;s image generation feature. While we do this, we&#39;re going to pause the image generation of people and will re-release an improved version soon. <a href=\"https:\/\/t.co\/SLxYPGoqOZ\">https:\/\/t.co\/SLxYPGoqOZ<\/a><\/p>&mdash; Google Communications (@Google_Comms) <a href=\"https:\/\/twitter.com\/Google_Comms\/status\/1760603321944121506?ref_src=twsrc%5Etfw\">February 22, 2024<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n<p class=\"wp-block-paragraph\">Ce n&rsquo;est pas la premi\u00e8re solution de contournement, comme nous le savons par le pass\u00e9. En 2015, des images d&rsquo;hommes \u00e0 la peau sombre ont \u00e9t\u00e9 cat\u00e9goris\u00e9es comme <em>gorilles<\/em>, ce qui a provoqu\u00e9, sans surprise, un toll\u00e9 g\u00e9n\u00e9ral. La solution en vigueur \u00e0 ce jour : Google ne marque plus les primates.<\/p>\n\n<p class=\"wp-block-paragraph\">Ce cas montre une fois de plus \u00e0 quel point il faut encore travailler sur les mod\u00e8les linguistiques pour que les pr\u00e9jug\u00e9s et l&rsquo;inclusion ne soient pas pouss\u00e9s \u00e0 l&rsquo;absurde. Mais surtout, les mod\u00e8les linguistiques manquent de contexte global, ou de ce que nous, humains, appellerions le bon sens.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les critiques formul\u00e9es jusqu&rsquo;\u00e0 pr\u00e9sent \u00e0 l&rsquo;encontre de l&rsquo;intelligence artificielle, et ce \u00e0 juste titre, portaient principalement sur le parti pris (en anglais : bias) dans les r\u00e9sultats. Les images de personnes exer\u00e7ant des professions prestigieuses montraient presque exclusivement des &hellip; <a href=\"https:\/\/technophilosoph.com\/fr\/2024\/02\/22\/ia-defaillante-nazis-noirs-et-vikings-mongols-a-tresses-rasta\/\" class=\"more-link\">Continuer de lire <span class=\"screen-reader-text\">IA d\u00e9faillante : nazis noirs et vikings mongols \u00e0 tresses rasta<\/span><\/a><\/p>\n","protected":false},"author":8770504,"featured_media":8392,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[694240474],"tags":[],"class_list":["post-8407","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-intelligence-artificielle","fallback-thumbnail"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/technophilosoph.com\/wp-content\/uploads\/2024\/02\/Gemini.png?fit=2000%2C674&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p72hdn-2bB","amp_enabled":true,"_links":{"self":[{"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/posts\/8407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/users\/8770504"}],"replies":[{"embeddable":true,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/comments?post=8407"}],"version-history":[{"count":1,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/posts\/8407\/revisions"}],"predecessor-version":[{"id":8408,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/posts\/8407\/revisions\/8408"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/media\/8392"}],"wp:attachment":[{"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/media?parent=8407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/categories?post=8407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/technophilosoph.com\/fr\/wp-json\/wp\/v2\/tags?post=8407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}