{"id":7251,"date":"2026-10-29T08:37:33","date_gmt":"2026-10-29T08:37:33","guid":{"rendered":"https:\/\/portaileduc.net\/website\/?p=7251"},"modified":"2026-10-29T08:37:33","modified_gmt":"2026-10-29T08:37:33","slug":"la-boite-noire-de-lia-le-cycle-de-vie-dune-ia-en-jeu","status":"publish","type":"post","link":"https:\/\/portaileduc.net\/website\/la-boite-noire-de-lia-le-cycle-de-vie-dune-ia-en-jeu\/","title":{"rendered":"La Bo\u00eete Noire de l&rsquo;IA : le cycle de vie d&rsquo;une IA en jeu"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Que se cache-t-il derri\u00e8re une r\u00e9ponse de ChatGPT ? Avec La Bo\u00eete Noire de l&rsquo;IA, la coop\u00e9rative Datactivist propose un jeu coop\u00e9ratif pour reconstituer le cycle de vie complet d&rsquo;une IA g\u00e9n\u00e9rative de texte, de l&rsquo;extraction des min\u00e9raux au co\u00fbt \u00e9nerg\u00e9tique des data centers.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?ssl=1\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?fit=1024%2C576&amp;ssl=1\" alt=\"\" class=\"wp-image-8754\" srcset=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?w=2560&amp;ssl=1 2560w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?resize=2048%2C1152&amp;ssl=1 2048w\" sizes=\"auto, (max-width: 1290px) 100vw, 1290px\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u00c0 qui s&rsquo;adresse ce jeu ?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Con\u00e7u par des professionnel\u00b7les de la m\u00e9diation num\u00e9rique, il s&rsquo;adresse aux citoyen\u00b7nes qui d\u00e9couvrent l&rsquo;IA, aux m\u00e9diateurs et m\u00e9diatrices num\u00e9riques, et \u00e0 toute personne concern\u00e9e par ses enjeux. Aucun pr\u00e9requis n&rsquo;est n\u00e9cessaire. Il convient aussi \u00e0 des \u00e9l\u00e8ves de fin de secondaire.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Comment se d\u00e9roule une partie ?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>joueurs et joueuses<\/strong> : de 3 \u00e0 10 personnes, id\u00e9alement 6 ou 8, en petits groupes ;<\/li>\n\n\n\n<li><strong>dur\u00e9e<\/strong> : format court de 1 h 30 ou format long de 2 h ;<\/li>\n\n\n\n<li><strong>reconstituer<\/strong> : ensemble, les participant\u00b7es remettent en ordre les \u00e9tapes de la vie d&rsquo;une IA g\u00e9n\u00e9rative ;<\/li>\n\n\n\n<li><strong>d\u00e9battre<\/strong> : le jeu ouvre ensuite une discussion sur les cons\u00e9quences soci\u00e9tales, environnementales et \u00e9thiques de l&rsquo;IA, et sur l&rsquo;usage que chacun et chacune souhaite en faire.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group pe-encadre is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"wp-block-paragraph\">Le jeu est libre, sous licence CC BY-SA : les cartes sont \u00e0 imprimer gratuitement depuis le site de Datactivist, qui documente aussi les nouveaut\u00e9s de la deuxi\u00e8me version.<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Quel int\u00e9r\u00eat p\u00e9dagogique ?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Le jeu rend visible ce que l&rsquo;interface cache : mati\u00e8res premi\u00e8res, travail humain, \u00e9nergie, donn\u00e9es. Il donne une base concr\u00e8te pour parler de sobri\u00e9t\u00e9 num\u00e9rique et d&rsquo;esprit critique face \u00e0 l&rsquo;IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Un jeu coop\u00e9ratif efficace pour ouvrir la bo\u00eete noire et d\u00e9battre de l&rsquo;IA en connaissance de cause.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u00e9couvrir La Bo\u00eete Noire de l&rsquo;IA :<\/strong><br><a href=\"https:\/\/open.datactivist.coop\/products\/boitenoire-ia\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/open.datactivist.coop\/products\/boitenoire-ia<\/a><\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/cartes-action.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu embarqu\u00e9 cartes-action.\"><\/object><a id=\"wp-block-file--media-cd9f0516-0b68-4f3c-8b99-b7e0e483a173\" href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/cartes-action.pdf\">cartes-action<\/a><a href=\"https:\/\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/cartes-action.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-cd9f0516-0b68-4f3c-8b99-b7e0e483a173\">T\u00e9l\u00e9charger<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00c0 voir aussi :<\/strong> <a href=\"https:\/\/portaileduc.net\/website\/?p=8736\">A\u00efe A\u00efe iA !<\/a> ; <a href=\"https:\/\/portaileduc.net\/website\/?p=8714\">Caf\u00e9 IA : 20 cartes sur l&rsquo;\u00e9nergie<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Un jeu coop\u00e9ratif de Datactivist pour reconstituer le cycle de vie d&rsquo;une IA g\u00e9n\u00e9rative, de l&rsquo;extraction des min\u00e9raux aux data centers, puis d\u00e9battre de ses cons\u00e9quences. De 3 \u00e0 10 personnes, 1 h 30 \u00e0 2 h, cartes libres (CC BY-SA).<\/p>\n","protected":false},"author":2,"featured_media":8754,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_post_was_ever_published":false},"categories":[218,236],"tags":[6,294,300,309,331,332],"class_list":["post-7251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-latelier-de-ludo","category-ia","tag-jeu","tag-ethique-et-droits","tag-travail-collaboratif","tag-ludopedagogie","tag-enseignement-pour-adultes-formation-dadultes","tag-bien-etre-numerique-et-durabilite"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p6aRPV-1SX","jetpack-related-posts":[{"id":8736,"url":"https:\/\/portaileduc.net\/website\/aie-aie-ia-un-jeu-denquete-pour-demystifier-lia\/","url_meta":{"origin":7251,"position":0},"title":"A\u00efe A\u00efe iA ! : un jeu d&rsquo;enqu\u00eate pour d\u00e9mystifier l&rsquo;IA","author":"Maxime Duquesnoy","date":"29 octobre 2026","format":false,"excerpt":"Un jeu d'enqu\u00eate en entreprise fictive : dix activit\u00e9s (deepfakes, prompts, hallucinations, empreinte environnementale\u2026) puis un d\u00e9bat en personnages. De 80 \u00e0 120 minutes, fichiers \u00e0 imprimer sous licence Etalab 2.0.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-145.png?fit=1017%2C636&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-145.png?fit=1017%2C636&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-145.png?fit=1017%2C636&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-145.png?fit=1017%2C636&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":8737,"url":"https:\/\/portaileduc.net\/website\/construire-une-ia-en-papier-qui-apprend-a-gagner\/","url_meta":{"origin":7251,"position":1},"title":"Construire une IA en papier qui apprend \u00e0 gagner","author":"Maxime Duquesnoy","date":"29 octobre 2026","format":false,"excerpt":"Une activit\u00e9 d\u00e9branch\u00e9e du Palais de la d\u00e9couverte, d\u00e8s 9 ans : avec des bo\u00eetes et des jetons, une \u00ab IA \u00bb apprend \u00e0 gagner au jeu d'Hexapawn en \u00e9liminant ses coups perdants. Patrons PDF et vid\u00e9o tutoriel.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-144.png?fit=720%2C540&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-144.png?fit=720%2C540&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-144.png?fit=720%2C540&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-144.png?fit=720%2C540&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":7241,"url":"https:\/\/portaileduc.net\/website\/les-possibles-de-lia-imaginer-ensemble-ses-usages\/","url_meta":{"origin":7251,"position":2},"title":"Les Possibles de l&rsquo;IA : imaginer ensemble ses usages","author":"Maxime Duquesnoy","date":"29 octobre 2026","format":false,"excerpt":"Un jeu de cartes du LICA (Marseille) pour imaginer en \u00e9quipe des usages de l'IA : neuf familles d'IA, une m\u00e9thode d'id\u00e9ation en cinq \u00e9tapes, de 3 \u00e0 7 participant\u00b7es, en 1 h 30. Gratuit sur inscription.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-146.png?fit=925%2C925&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-146.png?fit=925%2C925&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-146.png?fit=925%2C925&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-146.png?fit=925%2C925&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":7240,"url":"https:\/\/portaileduc.net\/website\/le-jeu-des-ia-un-escape-game-de-20-minutes-sur-lia\/","url_meta":{"origin":7251,"position":3},"title":"Le jeu des IA : un escape game de 20 minutes sur l&rsquo;IA","author":"Maxime Duquesnoy","date":"29 octobre 2026","format":false,"excerpt":"Un escape game sur cartes de la DRANE Bourgogne-Franche-Comt\u00e9 : cinq \u00e9nigmes pour d\u00e9couvrir l'histoire, le fonctionnement et les risques de l'IA, en 20 minutes, d\u00e8s 10 ans. Cartes et sc\u00e9nario gratuits sous licence CC BY-NC-SA.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-142.png?fit=1200%2C613&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-142.png?fit=1200%2C613&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-142.png?fit=1200%2C613&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-142.png?fit=1200%2C613&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-142.png?fit=1200%2C613&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":7270,"url":"https:\/\/portaileduc.net\/website\/numeville-un-jeu-cooperatif-sur-le-numerique-responsable\/","url_meta":{"origin":7251,"position":4},"title":"Num\u00e9ville : un jeu coop\u00e9ratif sur le num\u00e9rique responsable","author":"Maxime Duquesnoy","date":"29 octobre 2026","format":false,"excerpt":"Un jeu coop\u00e9ratif de l'Institut du Num\u00e9rique Responsable, d\u00e8s 10 ans, sur les r\u00e9seaux sociaux, la cybers\u00e9curit\u00e9, les donn\u00e9es, l'IA et l'impact environnemental du num\u00e9rique, avec sa version Print & Play gratuite.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-105.png?fit=768%2C680&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-105.png?fit=768%2C680&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-105.png?fit=768%2C680&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-105.png?fit=768%2C680&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":7760,"url":"https:\/\/portaileduc.net\/website\/ou-est-claude-un-jeu-pour-developper-lesprit-critique-face-aux-images-generees-par-ia\/","url_meta":{"origin":7251,"position":5},"title":"O\u00f9 est Claude ? Un jeu sur les images g\u00e9n\u00e9r\u00e9es par IA","author":"Maxime Duquesnoy","date":"23 octobre 2026","format":false,"excerpt":"Un jeu de cartes gratuit de Caf\u00e9 IA, \u00e0 imprimer, pour apprendre \u00e0 rep\u00e9rer les images et documents g\u00e9n\u00e9r\u00e9s par IA, questionner ses intuitions et prendre de bons r\u00e9flexes face \u00e0 la d\u00e9sinformation.","rel":"","context":"Dans &quot;L'Atelier de Ludo&quot;","block_context":{"text":"L'Atelier de Ludo","link":"https:\/\/portaileduc.net\/website\/category\/latelier-de-ludo\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Image22.png?fit=1200%2C629&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Image22.png?fit=1200%2C629&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Image22.png?fit=1200%2C629&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Image22.png?fit=1200%2C629&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/Image22.png?fit=1200%2C629&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-147-scaled.png?fit=2560%2C1440&ssl=1","_links":{"self":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/comments?post=7251"}],"version-history":[{"count":2,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7251\/revisions"}],"predecessor-version":[{"id":8756,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7251\/revisions\/8756"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media\/8754"}],"wp:attachment":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media?parent=7251"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/categories?post=7251"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/tags?post=7251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}