{"id":6978,"date":"2026-07-02T11:47:58","date_gmt":"2026-07-02T09:47:58","guid":{"rendered":"https:\/\/blog.insieme.ch\/?p=6978"},"modified":"2026-07-02T11:47:58","modified_gmt":"2026-07-02T09:47:58","slug":"la-question-de-la-discrimination-est-multifactorielle","status":"publish","type":"post","link":"https:\/\/blog.insieme.ch\/fr\/handicap-mental\/la-question-de-la-discrimination-est-multifactorielle\/","title":{"rendered":"\u00ab&#160;La question de la discrimination est multifactorielle&#160;\u00bb"},"content":{"rendered":"<p><!-- flzn:zn_pagebanner --><\/p>\n<header id=\"flzn-pagebanner-1\" class=\"zone zn-pagebanner is-alignfull with-bg bg-color is-bgc-yellow-light\"><span class=\"zone-bg bg-color bgc-yellow-light alignfull\"><\/span><\/p>\n<div class=\"zone-block zn-pagebanner-block alignfull va-center\"><\/div>\n<\/header>\n<p><!-- \/flzn:zn_pagebanner --><br \/>\n<!-- flzn:zn_text --><\/p>\n<div id=\"flzn-text-1\" class=\"zone zn-text is-alignwide\">\n<div class=\"zone-block zn-text-block alignwide va-top\">\n<div class=\"row mw-content-zone zn-text-row\">\n<div class=\"columns large-12\">\n<div class=\"row large-up-1 with-nice-alignment nbloc-1\">\n<div class=\"column zn-text-col\">\n<div class=\"column-inner\">\n<div class=\"wig-content mw-content\">\n<h4 class=\"focus\">Estelle Pannatier, charg\u00e9e de politique chez AlgorithmWatch CH, apporte un \u00e9clairage sur les risques de discrimination li\u00e9s \u00e0 l\u2019intelligence artificielle (IA), notamment pour les personnes en situation de handicap. Elle d\u00e9crypte les biais des syst\u00e8mes, leurs impacts et explique pourquoi un meilleur encadrement est n\u00e9cessaire.<\/h4>\n<p><!--more--><\/p>\n<h4>On parle beaucoup d\u2019intelligence artificielle. Mais de quoi parle-t-on exactement&#160;&#160;?<\/h4>\n<section>Ce mot recouvre des r\u00e9alit\u00e9s tr\u00e8s diff\u00e9rentes d\u2019un point de vue technologique. On peut distinguer deux grands groupes. D\u2019un c\u00f4t\u00e9, les syst\u00e8mes autoapprenants, entra\u00een\u00e9s sur d\u2019\u00e9normes bases de donn\u00e9es. Ils peuvent \u00eatre utilis\u00e9s pour la prise de d\u00e9cision, ou, sous l\u2019appellation IA g\u00e9n\u00e9rative, pour g\u00e9n\u00e9rer du texte, des images ou du son, \u00e0 l\u2019instar de ChatGPT. De l\u2019autre, il y a les syst\u00e8mes bas\u00e9s sur des algorithmes moins complexes technologiquement mais qui peuvent aussi avoir des impacts sur les droits fondamentaux. Ce n\u2019est pas tant la technologie utilis\u00e9e qui importe, mais ses effets sur les personnes et la soci\u00e9t\u00e9, surtout lorsque les outils sont utilis\u00e9s pour faire des recommandations, des pronostics, soutenir ou prendre des d\u00e9cisions concernant les personnes.<\/p>\n<h4>Avez-vous des exemples concrets&#160;&#160;?<\/h4>\n<p>Il peut s\u2019agir de syst\u00e8mes utilis\u00e9s dans le cadre de recrutements, ou pour permettre d\u2019automatiser l\u2019acc\u00e8s aux prestations sociales et identifier les cat\u00e9gories de personnes davantage susceptibles de frauder. Ce sont des syst\u00e8mes d\u2019aides \u00e0 la prise de d\u00e9cisions de plus en plus utilis\u00e9s en Suisse. Bien qu\u2019un humain analyse g\u00e9n\u00e9ralement les r\u00e9sultats, celui-ci se base sur les recommandations de la machine.<\/p>\n<h4>Certaines applications d\u2019IA g\u00e9n\u00e9rant des images tendent \u00e0 reproduire des clich\u00e9s montrant les personnes en situation de handicap comme passives ou isol\u00e9es. Pourquoi&#160;&#160;?<\/h4>\n<p>L\u2019IA g\u00e9n\u00e9rative fonctionne comme un mod\u00e8le pr\u00e9dictif&#160;&#160;: elle g\u00e9n\u00e8re des contenus \u00e0 partir de donn\u00e9es existantes. Elle a donc tendance \u00e0 reproduire les st\u00e9r\u00e9otypes existants dans la soci\u00e9t\u00e9. Si les syst\u00e8mes ont \u00e9t\u00e9 majoritairement entra\u00een\u00e9s avec des images montrant des personnes en situation de handicap dans des postures passives, ils vont g\u00e9n\u00e9rer des images selon le m\u00eame sch\u00e9ma.<\/p>\n<\/section><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p><!-- \/flzn:zn_text --><br \/>\n<!-- flzn:zn_quote --><\/p>\n<div id=\"flzn-quote-1\" class=\"zone zn-quote is-alignsimple\">\n<div class=\"zone-block zn-quote-block alignsimple va-top\">\n<div class=\"row mw-content-zone\">\n<div class=\"large-12 columns\">\n<div class=\"quotebox with-img\">\n<div class=\"quotebox-inner\">\n<figure class=\"quotebox-img\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/blog.insieme.ch\/wp-inside\/uploads\/2026\/06\/1500px_estelle_pannatier_algorithmwatch_photo_david_baechtold_cc_by_4.0_bw_3000px-cropped-1200-150x150.jpg\" alt=\"Estelle Pannatier\" \/><br \/>\n\t\t\t\t\t\t<\/figure>\n<blockquote class=\"quotebox-content\">\n<div class=\"quotebox-content-inner\">\n<p class=\"quotebox-desc\">L\u2019IA g\u00e9n\u00e9rative fonctionne comme un mod\u00e8le pr\u00e9dictif&#160;&#160;: elle g\u00e9n\u00e8re des contenus \u00e0 partir de donn\u00e9es existantes. Elle a donc tendance \u00e0 reproduire les st\u00e9r\u00e9otypes existants dans la soci\u00e9t\u00e9.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<cite class=\"quotebox-author\"><br \/>\n\t\t\t\t\t\t\t\t<span class=\"quotebox-name\">Estelle Pannatier<\/span>, \t\t\t\t\t\t\t\t<span class=\"quotebox-nameinfos\">charg\u00e9e de politique chez AlgorithmWatch CH<\/span>\t\t\t\t\t\t\t<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/blockquote><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p><!-- \/flzn:zn_quote --><br \/>\n<!-- flzn:zn_text --><\/p>\n<div id=\"flzn-text-2\" class=\"zone zn-text is-alignwide\">\n<div class=\"zone-block zn-text-block alignwide va-top\">\n<div class=\"row mw-content-zone zn-text-row\">\n<div class=\"columns large-12\">\n<div class=\"row with-nice-alignment nbloc-2 va-top\">\n<div class=\"columns large-6 zn-text-col\">\n<div class=\"columns-inner\">\n<div class=\"wig-content mw-content\">\n<h4>Au-del\u00e0 du manque de repr\u00e9sentativit\u00e9 des donn\u00e9es, y a-t-il d\u2019autres causes aux pr\u00e9jug\u00e9s&#160;&#160;?<\/h4>\n<p>La question de la discrimination est multifactorielle. Elle peut provenir du mod\u00e8le de l\u2019algorithme, qui est toujours une simplification de la r\u00e9alit\u00e9&#160;&#160;: la transposition d\u2019un probl\u00e8me en donn\u00e9es math\u00e9matiques. Cette perte en complexit\u00e9 peut entra\u00eener des biais. Un syst\u00e8me peut aussi produire de la discrimination, par exemple quand son utilisation entra\u00eene la perte d\u2019acc\u00e8s \u00e0 des prestations pour des groupes sp\u00e9cifiques. Le choix des variables ainsi que leur pond\u00e9ration peuvent aussi jouer un r\u00f4le. Aux Pays-Bas, un syst\u00e8me d\u2019allocations a discrimin\u00e9 les femmes non pas directement sur la base du genre, mais \u00e0 travers des crit\u00e8res corr\u00e9l\u00e9s comme la pr\u00e9sence d\u2019enfants \u00e0 charge. De m\u00eame pour le handicap, d\u2019autres donn\u00e9es que ce dernier crit\u00e8re peuvent indirectement r\u00e9v\u00e9ler la situation de la personne et conduire \u00e0 une discrimination.<\/p>\n<p>&nbsp;<\/p>\n<h4>Ces biais sont-ils corrigibles&#160;&#160;?<\/h4>\n<p>En raison de l\u2019opacit\u00e9 du fonctionnement des syst\u00e8mes, il est tr\u00e8s difficile de pouvoir identifier une discrimination potentielle. En outre, les personnes ignorent souvent qu\u2019une d\u00e9cision les concernant a \u00e9t\u00e9 prise ou soutenue par une IA. AlgorithmWatch appelle \u00e0 un renforcement de la protection contre la discrimination, en particulier \u00e0 travers un encadrement plus strict de l\u2019utilisation de ces syst\u00e8mes et une facilitation des voies de recours pour les personnes concern\u00e9es. Des analyses d\u2019impact permettant d\u2019\u00e9valuer les risques de discrimination en amont doivent aussi \u00eatre r\u00e9alis\u00e9es.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"columns large-6 zn-text-col\">\n<div class=\"columns-inner\">\n<div class=\"wig-content mw-content\">\n<h4>Les applications d\u00e9velopp\u00e9es pour les personnes en situation de handicap sont-elles moins discriminantes&#160;&#160;?<\/h4>\n<p>On ne peut pas l\u2019affirmer de mani\u00e8re g\u00e9n\u00e9rale. En revanche, celles qui int\u00e8grent les personnes concern\u00e9es d\u00e8s leur conception r\u00e9pondent mieux aux besoins r\u00e9els et limitent les risques de discrimination. Il existe une course \u00e0 l\u2019innovation et \u00e0 la mise sur le march\u00e9&#160;&#160;: les produits sont trop souvent cr\u00e9\u00e9s en \u00ab&#160;&#160;laboratoire&#160;&#160;\u00bb sans prise en compte des personnes concern\u00e9es.<\/p>\n<h4>Une r\u00e9glementation dans le domaine de l\u2019IAse profile en Suisse\u2026<\/h4>\n<p>La Suisse a sign\u00e9 la convention du Conseil de l\u2019Europe sur l\u2019IA et doit adapter son cadre l\u00e9gal. La protection contre la discrimination figure parmi les \u00e9l\u00e9ments que le Conseil f\u00e9d\u00e9ral entend prendre en compte. Mais de quelle mani\u00e8re cela va-t-il \u00eatre impl\u00e9ment\u00e9 et transcrit dans une loi&#160;&#160;? Les premiers projets de loi sont attendus pour fin 2026. \u2022<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n<p><!-- \/flzn:zn_text --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Estelle Pannatier, charg\u00e9e de politique chez AlgorithmWatch CH, apporte un \u00e9clairage sur les risques de discrimination li\u00e9s \u00e0 l\u2019intelligence artificielle (IA), notamment pour les personnes porteuses de handicap<\/p>\n","protected":false},"author":2,"featured_media":6981,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-6978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-handicap-mental","wp-sticky"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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