{"id":26,"date":"2025-09-29T19:53:09","date_gmt":"2025-09-29T19:53:09","guid":{"rendered":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/?page_id=26"},"modified":"2025-10-04T13:39:54","modified_gmt":"2025-10-04T13:39:54","slug":"atelier-participatif-devine-le-biais","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/atelier-participatif-devine-le-biais\/","title":{"rendered":"Atelier participatif : Devine le biais !"},"content":{"rendered":"\n<p><strong>Animatrice<\/strong><\/p>\n\n\n\n<p><span style=\"text-decoration: underline;\">Genoveva Vargas Solar, CNRS, LIRIS, France&nbsp;<\/span><\/p>\n\n\n\n<p><strong><em>Public cible <\/em><\/strong>: Tout public, \u00e0 partir de 10 ans. Activit\u00e9 adapt\u00e9e aux familles, groupes scolaires, et visiteurs occasionnels.<br><em><strong>Dur\u00e9e<\/strong> : 30-45 minutes par groupe, en continu si besoin (format &#8220;stand ouvert&#8221;).<\/em><br><strong>Support animation<\/strong> : <a href=\"https:\/\/drive.google.com\/file\/d\/11K0x3MyrI_73BT6atAPWQBvynL8eVMPs\/view?usp=sharing\">pr\u00e9sentation<\/a><\/p>\n\n\n\n<p><strong>Objectif g\u00e9n\u00e9ral <\/strong><\/p>\n\n\n\n<p>Sensibiliser \u00e0 la pr\u00e9sence de biais dans les syst\u00e8mes d\u2019intelligence artificielle (IA) \u00e0 travers une activit\u00e9 ludique et participative adapt\u00e9e \u00e0 un public interg\u00e9n\u00e9rationnel.<\/p>\n\n\n\n<p><strong><em>Introduction (2 min)<\/em><\/strong> &#8211; <a href=\"https:\/\/drive.google.com\/file\/d\/14Pp2_m1RhahDajnIMNwlLxUux2OLT77p\/view?usp=sharing\"><strong>PDF<\/strong><\/a><\/p>\n\n\n\n<p>&#8220;Aujourd\u2019hui, vous allez incarner un algorithme ! On va vous pr\u00e9senter diff\u00e9rentes situations o\u00f9 une IA prend une d\u00e9cision. \u00c0 vous de rep\u00e9rer les biais, de comprendre leur origine, et m\u00eame d\u2019en inventer.&#8221;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. <strong><em>Phase 1 \u2013 Devine le biais !<\/em><\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.1 Sc\u00e9nario:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fiches <a href=\"https:\/\/drive.google.com\/file\/d\/1l4dVAc6qyJLKTH6A2s8OD6HWsU49AWiq\/view?usp=sharing\">ici<\/a><\/li>\n\n\n\n<li>Tableau du jeu <a href=\"https:\/\/drive.google.com\/file\/d\/1cxccjQQCUxaxgwzmDkpV8ldz1bjYcdOH\/view?usp=sharing\">ici<\/a><\/li>\n\n\n\n<li>Devoilons le biais <a href=\"https:\/\/drive.google.com\/file\/d\/15oDDfacQf7cORo2Jz95i0Hgfrl_oX7E8\/view?usp=sharing\">ici<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">1.2 D\u00e9roul\u00e9 de l&#8217;activit\u00e9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>Afficher trois zones ou pancartes : &#8220;D\u00e9cision Juste&#8221;, &#8220;D\u00e9cision Injuste&#8221;, &#8220;Je ne sais pas&#8221;<\/em><\/li>\n\n\n\n<li>Lire des fiches avec des sc\u00e9narios d\u2019IA (voir exemples ci-dessous)<\/li>\n\n\n\n<li>Le public choisit une zone selon son ressenti ; des volontaires expliquent leur choix<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. <strong><em>Phase 2 \u2013 Construisons un algorithme d&#8217;IA sans ordi !<\/em><\/strong><\/h2>\n\n\n\n<p>Les participant\u00b7es se regroupent (3-5 personnes)<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Support<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Billes de couleur et mati\u00e8res diff\u00e9rentes<\/li>\n\n\n\n<li>Feuilles et feutres<\/li>\n\n\n\n<li>Cartes pour 5 groupes \u00e0 d\u00e9couper <a href=\"https:\/\/drive.google.com\/file\/d\/1ALFR-k3MAJENg49BeZXg8bTnAQsVSTFW\/view?usp=sharing\">ici<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2.1 <strong>Les billes, une fa\u00e7on de les classer en groupes, et d\u2019autres situations o\u00f9 on utilise des billes<\/strong><\/h3>\n\n\n\n<p>Apprentissage non supervis\u00e9: consignes<strong> <a href=\"https:\/\/drive.google.com\/file\/d\/1Ug8DGuk_eH1m6vP1A8LXHQ1yNajYS8je\/view?usp=sharing\"> ici<\/a><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2.2 <strong>Billes myst\u00e8re \u2014 pr\u00e9cieuse ou caillou ?<\/strong><\/h3>\n\n\n\n<p>Apprentissage supervis\u00e9<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Version adultes: consignes <a href=\"https:\/\/drive.google.com\/file\/d\/106cykORfSKNY29IyugPzopVSZUppmSgg\/view?usp=sharing\">ici <\/a>&#8211; corrig\u00e9e <a href=\"https:\/\/drive.google.com\/file\/d\/1xWDn7c5Hb-pP0i8dPTy8A1exEsluZjVH\/view?usp=sharing\">ici<\/a><\/li>\n\n\n\n<li>Version enfants: consignes <a href=\"https:\/\/drive.google.com\/file\/d\/1JoP_GAnA6szJDqJfToeuwIh5zPI7Vy5i\/view?usp=sharing\">ici<\/a><\/li>\n\n\n\n<li>Grille de comptage <a href=\"https:\/\/drive.google.com\/file\/d\/1SFO5yOXvkIiYohHlRekjpbegsUXRsIrS\/view?usp=sharing\">ici<\/a><\/li>\n<\/ul>\n\n\n\n<p>D&#8217;autres exemples :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Une IA qui favorise les voix graves dans les entretiens d\u2019embauche<\/li>\n\n\n\n<li>Un outil scolaire qui d\u00e9valorise les \u00e9l\u00e8ves \u00e0 besoins particuliers<\/li>\n\n\n\n<li>Une appli qui \u00e9carte des demandes de logement selon le code postal<\/li>\n<\/ul>\n\n\n\n<p><em>Conclusion collective <\/em><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><em>\"Les biais sont parfois invisibles... jusqu\u2019\u00e0 ce qu\u2019on les examine. Comprendre d\u2019o\u00f9 ils viennent et les corriger, c\u2019est construire ensemble une IA plus inclusive, plus juste et plus humaine.\"<\/em><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3. Activit\u00e9 alternative<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chaque groupe imagine un syst\u00e8me d\u2019IA dans un domaine du quotidien (embauche, logement, sant\u00e9&#8230;) en y int\u00e9grant volontairement un biais injuste<\/li>\n\n\n\n<li>Pr\u00e9sentation du sc\u00e9nario au reste du groupe<\/li>\n\n\n\n<li>Les autres tentent de rep\u00e9rer le biais et sugg\u00e8rent des solutions pour corriger le syst\u00e8me<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Animatrice Genoveva Vargas Solar, CNRS, LIRIS, France&nbsp; Public cible : Tout public, &agrave; partir de 10 ans. Activit&eacute; adapt&eacute;e aux familles, groupes scolaires, et visiteurs occasionnels.Dur&eacute;e : 30-45 minutes par groupe, en continu si besoin (format &ldquo;stand ouvert&rdquo;).Support animation : pr&eacute;sentation Objectif g&eacute;n&eacute;ral Sensibiliser &agrave; la pr&eacute;sence de biais dans les syst&egrave;mes d&rsquo;intelligence artificielle (IA) [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-26","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/pages\/26","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/comments?post=26"}],"version-history":[{"count":16,"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/pages\/26\/revisions"}],"predecessor-version":[{"id":71,"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/pages\/26\/revisions\/71"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/data-ai-science-en-fete\/wp-json\/wp\/v2\/media?parent=26"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}