{"id":7432,"date":"2026-10-22T06:44:41","date_gmt":"2026-10-22T06:44:41","guid":{"rendered":"https:\/\/portaileduc.net\/website\/?p=7432"},"modified":"2026-11-02T16:11:20","modified_gmt":"2026-11-02T16:11:20","slug":"optionia-des-fiches-pedagogiques-pour-enseigner-lintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/portaileduc.net\/website\/optionia-des-fiches-pedagogiques-pour-enseigner-lintelligence-artificielle\/","title":{"rendered":"Option\u2019IA : des fiches pour enseigner l\u2019IA"},"content":{"rendered":"\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<p class=\"wp-block-paragraph\"><strong>L\u2019acad\u00e9mie d\u2019Orl\u00e9ans-Tours propose une collection de fiches p\u00e9dagogiques pour accompagner les enseignant\u00b7es dans la mise en \u0153uvre de l\u2019Option\u2019IA en classe de seconde<\/strong>, dans le syst\u00e8me \u00e9ducatif fran\u00e7ais. \u00c9labor\u00e9es par un groupe de travail acad\u00e9mique, ces ressources proposent des activit\u00e9s directement exploitables pour comprendre le fonctionnement de l\u2019intelligence artificielle, exp\u00e9rimenter diff\u00e9rentes techniques d\u2019apprentissage automatique et aborder les enjeux \u00e9thiques et soci\u00e9taux de ces technologies.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-138.png?ssl=1\"><img loading=\"lazy\" decoding=\"async\" width=\"691\" height=\"490\" src=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-138.png?fit=691%2C490&amp;ssl=1\" alt=\"Capture d'\u00e9cran du programme de l'Option'IA en seconde\" class=\"wp-image-8709\" srcset=\"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-138.png?w=691&amp;ssl=1 691w, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-138.png?resize=300%2C213&amp;ssl=1 300w\" sizes=\"auto, (max-width: 691px) 100vw, 691px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Comment le programme est-il organis\u00e9 ?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">L&rsquo;option compte 15 heures, en deux parties :<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"pe-encadre wp-block-paragraph\"><strong>L&rsquo;IA, comment \u00e7a marche ? (12 h)<\/strong><br>Apprentissage supervis\u00e9 et algorithme des k plus proches voisins, entra\u00eenement d&rsquo;une IA, apprentissage par renforcement avec le jeu de Nim et Hexapawn, fonctionnement de ChatGPT.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"pe-encadre wp-block-paragraph\"><strong>Enjeux de l&rsquo;IA (3 h)<\/strong><br>Fiabilit\u00e9 (biais, hallucinations), usage s\u00fbr et \u00e9thique (donn\u00e9es, RGPD, triche, droit d&rsquo;auteur), impact environnemental.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Des activit\u00e9s pour comprendre et exp\u00e9rimenter l\u2019IA<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Les 23 fiches s&rsquo;organisent autour de plusieurs th\u00e9matiques :<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-grid wp-container-core-group-is-layout-55965068 wp-block-group-is-layout-grid\">\n<p class=\"pe-encadre wp-block-paragraph\"><strong>D\u00e9couvrir l&rsquo;intelligence artificielle<\/strong><br>Comprendre son histoire, identifier ses principaux domaines d&rsquo;application et distinguer les syst\u00e8mes utilisant ou non l&rsquo;IA.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>Explorer l&rsquo;apprentissage supervis\u00e9<\/strong><br>Comprendre comment un syst\u00e8me apprend \u00e0 partir d&rsquo;exemples, notamment \u00e0 travers des activit\u00e9s de classification.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>Entra\u00eener une intelligence artificielle<\/strong><br>Exp\u00e9rimenter la cr\u00e9ation et l&rsquo;entra\u00eenement de mod\u00e8les \u00e0 l&rsquo;aide d&rsquo;outils comme Vittascience.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>D\u00e9couvrir l&rsquo;apprentissage par renforcement<\/strong><br>Comprendre comment une IA peut apprendre par essais, erreurs et r\u00e9compenses.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>Comprendre les IA g\u00e9n\u00e9ratives<\/strong><br>Explorer les principes de la g\u00e9n\u00e9ration de texte et le fonctionnement des mod\u00e8les de langage.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>D\u00e9velopper l&rsquo;esprit critique<\/strong><br>Identifier les biais, les erreurs et les limites des r\u00e9ponses produites par l&rsquo;IA.<\/p>\n\n\n\n<p class=\"pe-encadre wp-block-paragraph\"><strong>Questionner les enjeux de l&rsquo;IA<\/strong><br>Aborder la protection des donn\u00e9es, le droit d&rsquo;auteur, l&rsquo;\u00e9thique et l&rsquo;impact environnemental.<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Parmi les fiches : \u00ab Timeline de l&rsquo;IA \u00bb, \u00ab Biais d&rsquo;apprentissage via des images \u00bb, \u00ab Triche ou pas triche ? \u00bb, \u00ab Savoir r\u00e9diger un prompt \u00bb.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Des fiches directement exploitables en classe<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Chaque fiche propose une pr\u00e9sentation de l&rsquo;activit\u00e9, ses objectifs, les modalit\u00e9s de mise en \u0153uvre et un sc\u00e9nario p\u00e9dagogique. Des ressources compl\u00e9mentaires accompagnent certaines propositions : documents \u00e0 imprimer, activit\u00e9s d\u00e9branch\u00e9es, vid\u00e9os, jeux, jeux de donn\u00e9es et applications interactives. Parmi les activit\u00e9s propos\u00e9es, les \u00e9l\u00e8ves peuvent notamment :<\/p>\n\n\n\n<ul class=\"wp-block-list pe-encadre\">\n<li>Exp\u00e9rimenter la classification \u00e0 partir d&rsquo;exemples ;<\/li>\n\n\n\n<li>Entra\u00eener un mod\u00e8le de reconnaissance d&rsquo;images ;<\/li>\n\n\n\n<li>D\u00e9couvrir l&rsquo;apprentissage par renforcement avec des jeux comme le Nim ou Hexapawn ;<\/li>\n\n\n\n<li>Comparer les r\u00e9ponses de diff\u00e9rents mod\u00e8les de langage avec Compar:IA ;<\/li>\n\n\n\n<li>Analyser la fiabilit\u00e9 des productions g\u00e9n\u00e9r\u00e9es par l&rsquo;intelligence artificielle.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Des ressources adaptables \u00e0 diff\u00e9rents contextes p\u00e9dagogiques<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bien que con\u00e7ues pour l&rsquo;Option\u2019IA en seconde, ces activit\u00e9s peuvent \u00e9galement inspirer les enseignant\u00b7es et formateur\u00b7rices souhaitant d\u00e9velopper la culture de l&rsquo;intelligence artificielle aupr\u00e8s d&rsquo;autres publics, en fin de secondaire ou en formation. Les propositions permettent de combiner compr\u00e9hension des concepts, exp\u00e9rimentations pratiques et r\u00e9flexion critique, sans n\u00e9cessairement exiger de connaissances pr\u00e9alables en programmation. La diversit\u00e9 des supports facilite leur adaptation aux objectifs p\u00e9dagogiques, aux disciplines et au niveau des apprenant\u00b7es.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Consulter les fiches p\u00e9dagogiques Option\u2019IA :<\/strong><br><a href=\"https:\/\/codimd.apps.education.fr\/s\/KESAxLFBg\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/codimd.apps.education.fr\/s\/KESAxLFBg<\/a><\/p>\n\n\n\n<p class=\"pe-lire-aussi wp-block-paragraph\">\u00c0 voir aussi : <a href=\"https:\/\/portaileduc.net\/website\/jeu-de-nim-des-cartes-qui-apprennent-a-gagner\/\">Jeu de Nim, des cartes qui apprennent \u00e0 gagner<\/a> et <a href=\"https:\/\/portaileduc.net\/website\/construire-une-ia-en-papier-qui-apprend-a-gagner\/\">Construire une IA en papier qui apprend \u00e0 gagner<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le programme et les 23 fiches de l&rsquo;option IA de 15 heures en seconde (acad\u00e9mie d&rsquo;Orl\u00e9ans-Tours) : apprentissage supervis\u00e9, renforcement, IA g\u00e9n\u00e9ratives, biais et enjeux, adaptables \u00e0 d&rsquo;autres publics.<\/p>\n","protected":false},"author":2,"featured_media":8709,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_post_was_ever_published":false},"categories":[235,236],"tags":[291,292,294,297,311,317],"class_list":["post-7432","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education-au-numerique","category-ia","tag-guide-et-dossier-pedagogique","tag-informatique-numerique","tag-ethique-et-droits","tag-securite-et-bien-etre","tag-education-par-et-au-numerique","tag-secondaire"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p6aRPV-1VS","jetpack-related-posts":[{"id":7284,"url":"https:\/\/portaileduc.net\/website\/ia-cces-pour-toutes-et-tous-lia-au-service-de-linclusion-numerique\/","url_meta":{"origin":7432,"position":0},"title":"IA-cc\u00e8s : l&rsquo;IA au service de l&rsquo;inclusion num\u00e9rique","author":"Maxime 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un kit gratuit qui utilise le dessin de presse pour questionner les cons\u00e9quences de l'IA sur la soci\u00e9t\u00e9 et les droits humains.","rel":"","context":"Dans &quot;Education au num\u00e9rique&quot;","block_context":{"text":"Education au num\u00e9rique","link":"https:\/\/portaileduc.net\/website\/category\/education-au-numerique\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-33.png?fit=598%2C557&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-33.png?fit=598%2C557&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-33.png?fit=598%2C557&ssl=1&resize=525%2C300 1.5x"},"classes":[]},{"id":8516,"url":"https:\/\/portaileduc.net\/website\/steamagine-des-webinaires-steam-et-ia-pour-la-classe\/","url_meta":{"origin":7432,"position":5},"title":"STEAMagine : des 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Pour le tronc commun.","rel":"","context":"Dans &quot;Intelligence artificielle&quot;","block_context":{"text":"Intelligence artificielle","link":"https:\/\/portaileduc.net\/website\/category\/ia\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-92.png?fit=557%2C363&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-92.png?fit=557%2C363&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-92.png?fit=557%2C363&ssl=1&resize=525%2C300 1.5x"},"classes":[]}],"jetpack_likes_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/portaileduc.net\/website\/wp-content\/uploads\/2026\/10\/image-138.png?fit=691%2C490&ssl=1","_links":{"self":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7432","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=7432"}],"version-history":[{"count":4,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7432\/revisions"}],"predecessor-version":[{"id":9163,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/posts\/7432\/revisions\/9163"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media\/8709"}],"wp:attachment":[{"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/media?parent=7432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/categories?post=7432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portaileduc.net\/website\/wp-json\/wp\/v2\/tags?post=7432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}