{"id":16220,"date":"2026-07-08T06:00:00","date_gmt":"2026-07-08T05:00:00","guid":{"rendered":"https:\/\/philippeboulanger.com\/?p=16220"},"modified":"2026-07-07T08:50:46","modified_gmt":"2026-07-07T07:50:46","slug":"lecole-sest-elle-rendue","status":"publish","type":"post","link":"https:\/\/philippeboulanger.com\/fr\/lecole-sest-elle-rendue\/","title":{"rendered":"L\u2019\u00e9cole s\u2019est-elle rendue ?"},"content":{"rendered":"\n<h2 id=\"h-le-malaise-que-l-ia-revele\" class=\"wp-block-heading\">Le malaise que l\u2019IA r\u00e9v\u00e8le<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA \u00e0 l\u2019\u00e9cole ne pose pas seulement une question technologique. Elle pose une question biologique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un outil num\u00e9rique peut acc\u00e9l\u00e9rer l\u2019acc\u00e8s \u00e0 l\u2019information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une IA g\u00e9n\u00e9rative peut acc\u00e9l\u00e9rer l\u2019acc\u00e8s \u00e0 la r\u00e9ponse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais l\u2019apprentissage humain ne se r\u00e9sume pas \u00e0 l\u2019acc\u00e8s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Il exige de l\u2019attention, de la m\u00e9moire de travail, de la lecture profonde, de l\u2019inf\u00e9rence, de l\u2019erreur, de la r\u00e9cup\u00e9ration active, de la frustration productive.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u2019est pr\u00e9cis\u00e9ment l\u00e0 que l\u2019IA devient fascinante et dangereuse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si elle intervient trop t\u00f4t, elle peut transformer l\u2019\u00e9l\u00e8ve en superviseur passif d\u2019une production qu\u2019il ne sait pas encore juger.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si elle intervient au bon moment, elle peut devenir un acc\u00e9l\u00e9rateur de compr\u00e9hension, un tuteur, un simulateur, un sparring partner intellectuel.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La diff\u00e9rence entre les deux ne tient pas \u00e0 l\u2019outil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle tient au design p\u00e9dagogique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans son t\u00e9moignage \u00e9crit devant le S\u00e9nat am\u00e9ricain, Dr Jared Cooney Horvath affirme que le d\u00e9veloppement cognitif des enfants a stagn\u00e9 ou recul\u00e9 dans plusieurs domaines, notamment la litt\u00e9ratie, la num\u00e9ratie, l\u2019attention et le raisonnement d\u2019ordre sup\u00e9rieur, malgr\u00e9 l\u2019augmentation du temps pass\u00e9 \u00e0 l\u2019\u00e9cole et des investissements publics. Il attribue une partie du changement structurel \u00e0 l\u2019expansion rapide des technologies \u00e9ducatives dans les salles de classe. ([U.S. Senate Committee])<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Dr Jared Cooney Horvath - US Senate\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/pcRZJ8EijiY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Son propos est d\u00e9rangeant parce qu\u2019il attaque une croyance confortable : plus de technologie \u00e0 l\u2019\u00e9cole produirait automatiquement plus d\u2019apprentissage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Or l\u2019histoire r\u00e9cente du num\u00e9rique \u00e9ducatif raconte une histoire plus ambigu\u00eb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019OCDE rappelle, \u00e0 partir des donn\u00e9es PISA 2012, une relation en \u00ab U invers\u00e9 \u00bb entre usage des technologies et apprentissage : les usages faibles comme les usages \u00e9lev\u00e9s sont associ\u00e9s \u00e0 de moins bonnes performances, et les usages \u00e9lev\u00e9s peuvent aussi remplacer des activit\u00e9s d\u2019apprentissage plus adapt\u00e9es \u00e0 l\u2019objectif vis\u00e9. ([OCDE])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Autrement dit, le probl\u00e8me n\u2019est pas l\u2019\u00e9cran en lui-m\u00eame.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le probl\u00e8me est le moment o\u00f9 l\u2019\u00e9cran remplace l\u2019effort cognitif au lieu de le soutenir.<\/p>\n\n\n\n<h2 id=\"h-nous-avons-confondu-acces-et-apprentissage\" class=\"wp-block-heading\">Nous avons confondu acc\u00e8s et apprentissage<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Depuis vingt ans, une partie du discours \u00e9ducatif a \u00e9t\u00e9 contamin\u00e9e par une \u00e9quation trop simple :<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">plus d\u2019\u00e9quipements = plus de modernit\u00e9 = plus de performance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cette \u00e9quation rassure les d\u00e9cideurs publics, les fournisseurs de solutions, les \u00e9coles, les parents et parfois les \u00e9l\u00e8ves eux-m\u00eames.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle produit des tableaux de bord flatteurs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nombre de tablettes distribu\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nombre de classes connect\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nombre de licences logicielles activ\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nombre d\u2019exercices r\u00e9alis\u00e9s sur plateforme.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais apprendre n\u2019est pas cliquer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apprendre n\u2019est pas recevoir une r\u00e9ponse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apprendre n\u2019est pas regarder une vid\u00e9o jusqu\u2019au bout.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apprendre exige une transformation interne. Une information devient connaissance quand le cerveau l\u2019a travaill\u00e9e, test\u00e9e, reli\u00e9e, oubli\u00e9e partiellement, r\u00e9cup\u00e9r\u00e9e, reformul\u00e9e et confront\u00e9e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u2019est l\u00e0 que l\u2019IA g\u00e9n\u00e9rative change l\u2019\u00e9quation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avant, l\u2019\u00e9l\u00e8ve pouvait copier une r\u00e9ponse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Maintenant, il peut obtenir une r\u00e9ponse fluide, structur\u00e9e, convaincante et parfois fausse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avant, le professeur pouvait rep\u00e9rer l\u2019\u00e9cart entre le niveau r\u00e9el de l\u2019\u00e9l\u00e8ve et la qualit\u00e9 du devoir rendu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Maintenant, cet \u00e9cart peut \u00eatre masqu\u00e9 par une prose impeccable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avant, la difficult\u00e9 apparaissait dans l\u2019\u00e9criture.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Maintenant, la difficult\u00e9 peut dispara\u00eetre de l\u2019\u00e9cran sans dispara\u00eetre du cerveau.<\/p>\n\n\n\n<h2 id=\"h-le-piege-de-l-eleve-superviseur\" class=\"wp-block-heading\">Le pi\u00e8ge de l\u2019\u00e9l\u00e8ve superviseur<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019un des risques majeurs de l\u2019IA \u00e0 l\u2019\u00e9cole est de faire croire \u00e0 l\u2019\u00e9l\u00e8ve qu\u2019il est d\u00e9j\u00e0 capable d\u2019\u00e9valuer ce qu\u2019il ne comprend pas encore.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour bien utiliser une IA, il faut savoir poser une bonne question.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour savoir poser une bonne question, il faut d\u00e9j\u00e0 poss\u00e9der un minimum de structure mentale dans le sujet.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour corriger une r\u00e9ponse, il faut savoir distinguer l\u2019exact du plausible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour demander une reformulation, il faut percevoir ce qui n\u2019est pas clair.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour d\u00e9tecter une hallucination, il faut disposer d\u2019un socle de connaissances.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un \u00e9l\u00e8ve sans socle devient alors d\u00e9pendant de la machine qui pr\u00e9tend l\u2019aider.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Des travaux relay\u00e9s par Wharton sur pr\u00e8s de 1 000 lyc\u00e9ens en math\u00e9matiques montrent ce paradoxe : l\u2019usage d\u2019une interface de type GPT-4 pendant les s\u00e9ances d\u2019entra\u00eenement a am\u00e9lior\u00e9 la performance imm\u00e9diate, mais le groupe utilisant l\u2019outil sans garde-fous a moins bien r\u00e9ussi lorsque l\u2019aide \u00e9tait retir\u00e9e. La version tutor\u00e9e, avec indices et limites p\u00e9dagogiques, a r\u00e9duit ce probl\u00e8me. ([Wharton])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce point est crucial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA qui donne la r\u00e9ponse peut affaiblir l\u2019apprentissage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA qui guide vers la r\u00e9ponse peut l\u2019amplifier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00eame technologie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Design p\u00e9dagogique diff\u00e9rent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">R\u00e9sultat cognitif diff\u00e9rent.<\/p>\n\n\n\n<h2 id=\"h-le-sat-ou-le-symptome-d-une-reddition\" class=\"wp-block-heading\">Le SAT, ou le sympt\u00f4me d\u2019une reddition<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dans son intervention, Dr Horvath mentionne un exemple marquant : l\u2019\u00e9volution du SAT am\u00e9ricain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le College Board indique officiellement que le SAT num\u00e9rique dure un peu plus de deux heures au lieu de trois, propose des passages de lecture plus courts, avec une seule question associ\u00e9e \u00e0 chaque passage, et autorise les calculatrices sur toute la partie math\u00e9matique. ([College Board])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce changement peut se d\u00e9fendre sous l\u2019angle de l\u2019exp\u00e9rience candidat, du stress ou de la logistique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais il pose une interrogation profonde : sommes-nous en train d\u2019adapter l\u2019\u00e9valuation \u00e0 la capacit\u00e9 cognitive que nous voulons d\u00e9velopper, ou \u00e0 l\u2019usage dominant des outils num\u00e9riques ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lire un texte long.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tenir une id\u00e9e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Comparer plusieurs arguments.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Inf\u00e9rer ce qui n\u2019est pas dit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Supporter l\u2019ambigu\u00eft\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">R\u00e9sister \u00e0 la tentation de passer \u00e0 autre chose.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ces capacit\u00e9s ne sont pas d\u00e9coratives.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elles forment le socle de la pens\u00e9e complexe.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quand nous d\u00e9coupons la lecture en fragments ultra-courts, nous pouvons mesurer une comp\u00e9tence utile : rep\u00e9rer une information rapidement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais nous ne mesurons plus exactement la m\u00eame chose que la lecture profonde.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le risque est alors de renommer la baisse d\u2019exigence en modernisation.<\/p>\n\n\n\n<h2 id=\"h-l-ecran-n-est-pas-toujours-l-ennemi\" class=\"wp-block-heading\">L\u2019\u00e9cran n\u2019est pas toujours l\u2019ennemi<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Il serait trop facile de conclure qu\u2019il faut retirer toute technologie de l\u2019\u00e9cole.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019OCDE elle-m\u00eame souligne que l\u2019efficacit\u00e9 des technologies d\u00e9pend du contexte, du type d\u2019activit\u00e9, de la qualit\u00e9 p\u00e9dagogique, des comp\u00e9tences des enseignants et de la mani\u00e8re dont les outils sont utilis\u00e9s. ([OCDE])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Des recherches r\u00e9centes montrent aussi qu\u2019un tuteur IA bien con\u00e7u peut produire des gains d\u2019apprentissage dans certains contextes. Une \u00e9tude publi\u00e9e dans Scientific Reports indique que des \u00e9tudiants ont davantage appris en moins de temps avec un tuteur IA structur\u00e9 qu\u2019avec une classe active traditionnelle, tout en se d\u00e9clarant plus engag\u00e9s et motiv\u00e9s. Mais l\u2019\u00e9tude insiste aussi sur la n\u00e9cessit\u00e9 d\u2019un design fond\u00e9 sur les bonnes pratiques p\u00e9dagogiques, avec \u00e9chafaudage, gestion de la charge cognitive, feedback cibl\u00e9 et contr\u00f4le de l\u2019exactitude. ([Scientific Reports])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Voil\u00e0 le point de bascule.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA peut \u00eatre un tuteur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aussi devenir une b\u00e9quille.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut provoquer la r\u00e9flexion.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aussi la remplacer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut demander \u00e0 l\u2019\u00e9l\u00e8ve d\u2019expliquer son raisonnement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aussi lui livrer un raisonnement pr\u00eat-\u00e0-rendre.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aider l\u2019enseignant \u00e0 diff\u00e9rencier les parcours.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aussi industrialiser une illusion d\u2019apprentissage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La technologie n\u2019est donc pas le centre du d\u00e9bat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le centre du d\u00e9bat est la capacit\u00e9 cognitive que nous voulons entra\u00eener.<\/p>\n\n\n\n<h2 id=\"h-avant-de-deleguer-il-faut-construire\" class=\"wp-block-heading\">Avant de d\u00e9l\u00e9guer, il faut construire<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Voil\u00e0 pourquoi la question \u00ab faut-il de l\u2019IA \u00e0 l\u2019\u00e9cole ? \u00bb est trop pauvre.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une meilleure interrogation serait : quelles capacit\u00e9s cognitives voulons-nous d\u00e9velopper avant de d\u00e9l\u00e9guer une partie du travail \u00e0 l\u2019IA ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lire avant de r\u00e9sumer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Chercher avant de demander.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Raisonner avant de g\u00e9n\u00e9rer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c9crire avant d\u2019optimiser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Comprendre avant d\u2019automatiser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e9moriser avant d\u2019externaliser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Argumenter avant de polir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Douter avant de publier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dans le syst\u00e8me intelligence innovationnelle\u00ae, l\u2019outil ne vient jamais avant l\u2019intention. L\u2019innovation commence par l\u2019objectif humain, puis seulement par la s\u00e9lection des moyens. C\u2019est l\u2019un des points que je d\u00e9veloppe dans mon livre, chapitre 14.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Appliqu\u00e9 \u00e0 l\u2019\u00e9cole, cela donne une r\u00e8gle simple : on ne commence pas par demander quel outil IA utiliser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">On commence par d\u00e9finir la fonction cognitive \u00e0 prot\u00e9ger, d\u00e9velopper ou amplifier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Veut-on entra\u00eener l\u2019attention ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alors l\u2019IA ne doit pas fragmenter davantage le travail.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Veut-on entra\u00eener la m\u00e9moire ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alors l\u2019IA ne doit pas donner imm\u00e9diatement la r\u00e9ponse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Veut-on entra\u00eener l\u2019esprit critique ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alors l\u2019IA peut produire volontairement deux r\u00e9ponses contradictoires \u00e0 analyser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Veut-on entra\u00eener l\u2019\u00e9criture ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alors l\u2019\u00e9l\u00e8ve doit d\u2019abord \u00e9crire sans IA, puis utiliser l\u2019outil pour comparer, am\u00e9liorer, questionner et justifier les modifications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Veut-on entra\u00eener la compr\u00e9hension ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alors l\u2019\u00e9l\u00e8ve doit expliquer avant de recevoir une explication.<\/p>\n\n\n\n<h2 id=\"h-le-cerveau-apprend-par-effort-pas-par-magie\" class=\"wp-block-heading\">Le cerveau apprend par effort, pas par magie<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La biologie de l\u2019apprentissage a une dimension presque contrariante pour notre \u00e9poque.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous voulons de la fluidit\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le cerveau apprend aussi par friction.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous voulons de l\u2019instantan\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le cerveau consolide par r\u00e9p\u00e9tition.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous voulons des r\u00e9ponses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le cerveau progresse par r\u00e9cup\u00e9ration active.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nous voulons \u00e9viter la frustration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le cerveau transforme parfois cette frustration en compr\u00e9hension.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La promesse d\u2019une IA \u00e9ducative sans effort est donc suspecte.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une bonne IA \u00e9ducative ne devrait pas faire dispara\u00eetre toute difficult\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle devrait calibrer la difficult\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trop facile : pas d\u2019apprentissage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trop difficile : d\u00e9crochage.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Assez difficile : progr\u00e8s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le bon tuteur n\u2019est pas celui qui r\u00e9pond \u00e0 la place de l\u2019\u00e9l\u00e8ve.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le bon tuteur est celui qui sait quand se taire.<\/p>\n\n\n\n<h2 id=\"h-le-risque-politique-mesurer-ce-qui-baisse-puis-l-appeler-progres\" class=\"wp-block-heading\">Le risque politique : mesurer ce qui baisse, puis l\u2019appeler progr\u00e8s<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019UNESCO rappelle que les interdictions de smartphones \u00e0 l\u2019\u00e9cole se multiplient dans le monde, en raison des pr\u00e9occupations li\u00e9es \u00e0 la distraction et au bien-\u00eatre des \u00e9l\u00e8ves. ([UNESCO])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aux \u00c9tats-Unis, les donn\u00e9es NAEP montrent que les scores des \u00e9l\u00e8ves de 13 ans n\u2019ont pas significativement progress\u00e9 en lecture et en math\u00e9matiques entre 2023 et 2025, et que les r\u00e9sultats 2025 restent inf\u00e9rieurs aux niveaux pr\u00e9-pand\u00e9miques de 2020. Le score de lecture 2025 des 13 ans n\u2019est pas significativement diff\u00e9rent du score de 1971. ([NAEP])<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Il faut manier ces chiffres avec prudence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ils ne prouvent pas seuls que les \u00e9crans ou l\u2019IA sont responsables du probl\u00e8me.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ils signalent cependant qu\u2019un r\u00e9cit na\u00eff de progr\u00e8s automatique par la technologie ne tient plus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le danger, maintenant, serait de d\u00e9placer les crit\u00e8res.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si les \u00e9l\u00e8ves lisent moins longtemps, on raccourcit les textes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u2019ils \u00e9crivent moins bien, on valorise l\u2019\u00e9dition assist\u00e9e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u2019ils calculent moins, on autorise l\u2019outil partout.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u2019ils m\u00e9morisent moins, on d\u00e9clare que la m\u00e9moire est obsol\u00e8te.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u2019ils peinent \u00e0 raisonner, on \u00e9value la capacit\u00e9 \u00e0 piloter une machine qui raisonne \u00e0 leur place.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u2019est l\u00e0 que la modernisation devient reddition.<\/p>\n\n\n\n<h2 id=\"h-l-ia-educative-doit-etre-un-gymnase-pas-un-fauteuil\" class=\"wp-block-heading\">L\u2019IA \u00e9ducative doit \u00eatre un gymnase, pas un fauteuil<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Une \u00e9cole intelligente n\u2019a pas \u00e0 choisir entre nostalgie analogique et fascination num\u00e9rique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle doit hi\u00e9rarchiser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le papier peut rester sup\u00e9rieur pour certaines phases de lecture, de m\u00e9morisation, d\u2019\u00e9criture lente et de concentration.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le num\u00e9rique peut \u00eatre utile pour simuler, r\u00e9p\u00e9ter, visualiser, personnaliser, tester.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA peut devenir pr\u00e9cieuse pour questionner, reformuler, cr\u00e9er des sc\u00e9narios, g\u00e9n\u00e9rer des contre-arguments, adapter des exercices, aider un enseignant \u00e0 diff\u00e9rencier.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mais l\u2019\u00e9cole doit refuser une IA qui remplace l\u2019effort fondateur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un \u00e9l\u00e8ve doit apprendre \u00e0 produire avant d\u2019apprendre \u00e0 superviser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Il doit apprendre \u00e0 juger avant d\u2019apprendre \u00e0 d\u00e9l\u00e9guer.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Il doit apprendre \u00e0 penser avant d\u2019apprendre \u00e0 automatiser.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sinon, nous fabriquons une g\u00e9n\u00e9ration de pilotes sans heures de vol.<\/p>\n\n\n\n<h2 id=\"h-la-competence-non-negociable\" class=\"wp-block-heading\">La comp\u00e9tence non n\u00e9gociable<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c0 mes yeux, la comp\u00e9tence centrale \u00e0 pr\u00e9server est la pens\u00e9e autonome.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pas une pens\u00e9e isol\u00e9e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pas une pens\u00e9e arrogante.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pas une pens\u00e9e d\u00e9connect\u00e9e des outils.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Une pens\u00e9e capable de fonctionner sans assistance, puis de revenir vers l\u2019outil avec discernement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019IA peut devenir une r\u00e9volution \u00e9ducative.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Elle peut aussi devenir une anesth\u00e9sie cognitive premium.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La diff\u00e9rence se mesurera dans dix ans, quand nous d\u00e9couvrirons si nos enfants savent encore penser sans assistance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Quelle comp\u00e9tence devrait rester non n\u00e9gociable avant d\u2019autoriser l\u2019usage massif de l\u2019IA par les \u00e9l\u00e8ves ?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u2019est un sujet que je traite dans mes conf\u00e9rences, ateliers et accompagnements, surtout quand une organisation croit encore qu\u2019ajouter de l\u2019IA dans un processus suffit \u00e0 fabriquer de l\u2019intelligence.<\/p>\n\n\n\n\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"16412\" class=\"elementor elementor-16412\" data-elementor-post-type=\"rs_elements\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9a0121 e-flex e-con-boxed e-con e-parent\" data-id=\"f9a0121\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf210a9 elementor-widget elementor-widget-n-carousel\" data-id=\"cf210a9\" data-element_type=\"widget\" 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dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 sur 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e1b753 e-flex e-con-boxed e-con e-child\" data-id=\"3e1b753\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;drops&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" height=\"100%\" viewBox=\"0 0 283.5 27.8\" preserveAspectRatio=\"xMidYMax slice\">\n\t<path class=\"elementor-shape-fill\" d=\"M0 0v1.4c.6.7 1.1 1.4 1.4 2 2 3.8 2.2 6.6 1.8 10.8-.3 3.3-2.4 9.4 0 12.3 1.7 2 3.7 1.4 4.6-.9 1.4-3.8-.7-8.2-.6-12 .1-3.7 3.2-5.5 6.9-4.9 4 .6 4.8 4 4.9 7.4.1 1.8-1.1 7 0 8.5.6.8 1.6 1.2 2.4.5 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6.4-9.8 4.7-.2 3.2 4.6 2.7 7.5-.4 2.2 1.3 8.6 3.8 4.4 1.1-1.9-.3-4.1-.3-6 0-1.7.4-3.2 1.3-4.6 1-1.6 2.9-3.5 5.1-2.9 2.5.6 2.3 4.1 4.1 4.9 1.9.8 1.6-.9 2.3-2.1 1.2-2.1 2.1-2.1 4.4-2.4 1.4-.2 3.6-1.5 4.9-.5 2.3 1.7-.7 4.4.1 6.5.6 1.5 2.1 1.7 2.8.3.7-1.4-1.1-3.4-.3-4.8 1.4-2.5 6.2-1.2 7.2 1 2.3 4.8-3.3 12-.2 16.3 3 4.1 3.9-2.8 3.8-4.8-.4-4.3-2.1-8.9 0-13.1 1.3-2.5 5.9-5.7 7.9-2.4 2 3.2-1.3 9.8-.8 13.4.5 4.4 3.5 3.3 2.7-.8-.4-1.9-2.4-10 .6-11.1 3.7-1.4 2.8 7.2 6.5.4 2.2-4.1 4.9-3.1 5.2 1.2.1 1.5-.6 3.1-.4 4.6.2 1.9 1.8 3.7 3.3 1.3 1-1.6-2.6-10.4 2.9-7.3 2.6 1.5 1.6 6.5 4.8 2.7 1.3-1.5 1.7-3.6 4-3.7 2.2-.1 4 2.3 4.8 4.1 1.3 2.9-1.5 8.4.9 10.3 4.2 3.3 3-5.5 2.7-6.9-.6-3.9 1-7.2 5.5-5 4.1 2.1 4.3 7.7 4.1 11.6 0 .8-.6 9.5 2.5 5.2 1.2-1.7-.1-7.7.1-9.6.3-2.9 1.2-5.5 4.3-6.2 4.5-1 7.7 1.5 7.4 5.8-.2 3.5-1.8 7.7-.5 11.1 1 2.7 3.6 2.8 5 .2 1.6-3.1 0-8.3-.4-11.6-.4-4.2-.2-7 1.8-10.8 0 0-.1.1-.1.2-.2.4-.3.7-.4.8v.1c-.1.2-.1.2 0 0v-.1l.4-.8c0-.1.1-.1.1-.2.2-.4.5-.8.8-1.2V0H0zM282.7 3.4z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95a8253 elementor-widget elementor-widget-text-editor\" data-id=\"95a8253\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Un \u00e9v\u00e9nement d&rsquo;entreprise, un s\u00e9minaire, une assembl\u00e9e g\u00e9n\u00e9rale, un COMEX ou CODIR ?<\/p><p>Les interventions sur l&rsquo;innovation et l&rsquo;IA de Philippe sont innovantes, vous \u00eates pr\u00e9venus !<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5dc4d47 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5dc4d47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/philippeboulanger.com\/fr\/conferences\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Les conf\u00e9rences phares<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"2\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 sur 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ca26ec6 e-flex e-con-boxed e-con e-child\" data-id=\"ca26ec6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f2f0030 elementor-widget elementor-widget-image\" data-id=\"f2f0030\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/philippeboulanger.com\/fr\/conferences\/keynote-intelligence-innovationnelle\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/philippeboulanger.com\/wp-content\/uploads\/elementor\/thumbs\/Conference-Intelligence-Innovationnelle\u00ae-FR-rs6j7afw2pnqdk9pzhhw4hmupczfvu0d879ew4y51e.webp?wsr\" title=\"Conf\u00e9rence Intelligence Innovationnelle\u00ae FR\" alt=\"Conf\u00e9rence Intelligence Innovationnelle\u00ae FR\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"3\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 sur 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c64f275 e-flex e-con-boxed e-con e-child\" data-id=\"c64f275\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a3061c6 elementor-widget elementor-widget-image\" data-id=\"a3061c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/philippeboulanger.com\/fr\/conferences\/conference-sur-lintelligence-artificielle\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/philippeboulanger.com\/wp-content\/uploads\/elementor\/thumbs\/Conference-Intelligence-Artificielle-FR-rs6j7afw2pnqdk9pzhhw4hmupczfvu0d879ew4y51e.webp?wsr\" title=\"Conf\u00e9rence Intelligence Artificielle FR\" alt=\"Conf\u00e9rence Intelligence Artificielle FR\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"4\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 sur 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a6da9b9 e-flex e-con-boxed e-con e-child\" data-id=\"a6da9b9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d24ec00 elementor-widget elementor-widget-text-editor\" data-id=\"d24ec00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"text-align: center;\">Compl\u00e9tez une intervention en conf\u00e9rence avec des ateliers innovants et percutants.<\/span><\/p>\n<p>Les conf\u00e9rences inspirent et sensibilisent, les ateliers transforment !<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae0418d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ae0418d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/philippeboulanger.com\/fr\/ateliers\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">LES Ateliers<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"5\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 sur 5\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d75635 e-flex e-con-boxed e-con e-child\" data-id=\"6d75635\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f839d23 elementor-widget elementor-widget-image\" data-id=\"f839d23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/philippeboulanger.com\/fr\/ateliers\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/philippeboulanger.com\/wp-content\/uploads\/elementor\/thumbs\/Workshops-Intelligence-Innovationnelle\u00ae-FR-rs6j7afw2pnqdk9pzhhw4hmupczfvu0d879ew4y51e.webp?wsr\" title=\"Workshops Intelligence Innovationnelle\u00ae FR\" alt=\"Workshops Intelligence Innovationnelle\u00ae FR\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t <h2 id=\"h-references\" class=\"wp-block-heading\">R\u00e9f\u00e9rences<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>(<a href=\"https:\/\/www.commerce.senate.gov\/wp-content\/uploads\/media\/doc\/Horvath_Written%20Testimony.pdf?utm_source=philippeboulanger.com\">U.S. Senate Committee<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/www.oecd.org\/content\/dam\/oecd\/en\/publications\/reports\/2024\/12\/technology-use-at-school-and-students-learning-outcomes_4c4f92e6\/422db044-en.pdf?utm_source=philippeboulanger.com\">OCDE \u2014 Technology use at school<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/www.oecd.org\/en\/publications\/students-computers-and-learning_9789264239555-en.html?utm_source=philippeboulanger.com\">OCDE \u2014 Students, Computers and Learning<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/www.unesco.org\/gem-report\/en\/publication\/technology?utm_source=philippeboulanger.com\">UNESCO<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/www.nationsreportcard.gov\/ltt\/2025\/?utm_source=philippeboulanger.com\">NAEP<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/newsroom.collegeboard.org\/digital-sat-launches-across-country-completing-transition-digital-and-providing-simpler-testing?utm_source=philippeboulanger.com\">College Board<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/knowledge.wharton.upenn.edu\/article\/without-guardrails-generative-ai-can-harm-education\/?utm_source=philippeboulanger.com\">Wharton<\/a>)<\/li>\n\n\n\n<li>(<a href=\"https:\/\/www.nature.com\/articles\/s41598-025-97652-6?utm_source=philippeboulanger.com\">Scientific Reports<\/a>)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Le malaise que l\u2019IA r\u00e9v\u00e8le L\u2019IA \u00e0 l\u2019\u00e9cole ne pose pas seulement une question technologique. Elle pose une question biologique. Un outil num\u00e9rique peut acc\u00e9l\u00e9rer l\u2019acc\u00e8s \u00e0 l\u2019information. Une IA g\u00e9n\u00e9rative peut acc\u00e9l\u00e9rer l\u2019acc\u00e8s \u00e0 la r\u00e9ponse. Mais l\u2019apprentissage humain ne se r\u00e9sume pas \u00e0 l\u2019acc\u00e8s. Il exige de l\u2019attention, de la m\u00e9moire de travail, [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":16221,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[50],"tags":[642,283,1398,1399,1250,238,1401,125,343,1400,1064,71],"class_list":["post-16220","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-intelligence-innovationnelle","tag-apprentissage","tag-attention","tag-cognition","tag-ecole","tag-education","tag-ia-generative","tag-innovation-pedagogique","tag-intelligence-artificielle","tag-intelligence-innovationnelle","tag-lecture-profonde","tag-neurosciences","tag-pensee-critique"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>L\u2019\u00e9cole s\u2019est-elle rendue ? - Philippe Boulanger - Top conf\u00e9rencier international innovation IA<\/title>\n<meta name=\"description\" content=\"L\u2019IA \u00e0 l\u2019\u00e9cole peut amplifier l\u2019apprentissage ou affaiblir les capacit\u00e9s cognitives. 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