{"id":87662,"date":"2025-12-04T14:49:02","date_gmt":"2025-12-04T14:49:02","guid":{"rendered":"https:\/\/degreed.com\/experience\/?p=87662"},"modified":"2026-03-19T17:32:23","modified_gmt":"2026-03-19T17:32:23","slug":"what-is-learning-efficiency-paradox","status":"publish","type":"post","link":"https:\/\/degreed.com\/experience\/fr\/blog\/what-is-learning-efficiency-paradox\/","title":{"rendered":"Qu\u2019est-ce que le paradoxe d&rsquo;efficacit\u00e9 en mati\u00e8re de learning\u00a0?"},"content":{"rendered":"\n<p>\u00c0 l\u2019heure o\u00f9 l\u2019IA r\u00e9volutionne le monde du travail, les dirigeants demandent aux \u00e9quipes formation, RH et gestion des talents d\u2019acc\u00e9l\u00e9rer le d\u00e9veloppement des comp\u00e9tences et d\u2019optimiser le ROI plus rapidement\u2026 mais avec moins de budget, de temps et de ressources. Autrement dit, d\u2019obtenir un maximum de r\u00e9sultats avec un minimum de moyens. \u00c0 la diff\u00e9rence pr\u00e8s qu\u2019elles disposent aujourd\u2019hui d\u2019un outil cens\u00e9 les y aider\u00a0: l\u2019IA.\u00a0<\/p>\n\n<p>C\u2019est ce qu\u2019on appelle le paradoxe d&rsquo;efficacit\u00e9. L\u2019IA peut devenir un v\u00e9ritable levier d\u2019efficacit\u00e9 et de productivit\u00e9, \u00e0 condition que les collaborateurs sachent l\u2019utiliser. Dans le cas contraire, elle risque d\u2019\u00eatre un frein plut\u00f4t qu\u2019un atout.\u00a0<\/p>\n\n<p>L\u2019IA ne g\u00e9n\u00e8re pas encore le ROI attendu par les entreprises. Pourquoi\u00a0? Parce que la vitesse ne fait pas tout. L\u2019IA est rapide, mais \u00e0 moins de repenser le travail et la formation, cette vitesse risque de nuire aux talents, aux processus et \u00e0 l&rsquo;innovation. Sans structure ni strat\u00e9gie appropri\u00e9es, elle peut se traduire par des \u00e9quipes d\u00e9pass\u00e9es, des processus chaotiques et des innovations limit\u00e9es aux connaissances banalis\u00e9es qu\u2019elle fournit.<\/p>\n\n<p>La pression de devoir concilier quantit\u00e9 et rapidit\u00e9 avec qualit\u00e9 et r\u00e9sultat atteint son paroxysme. Cr\u00e9er et terminer des formations rapidement ne suffit pas\u00a0; les connaissances doivent \u00eatre assimil\u00e9es et appliqu\u00e9es de mani\u00e8re efficace.<\/p>\n\n<p>Il est temps pour les entreprises de red\u00e9finir l\u2019efficacit\u00e9 afin qu\u2019elle soit synonyme de r\u00e9ussite \u00e0 long terme. Dans la plupart des organisations, l\u2019IA est principalement d\u00e9ploy\u00e9e pour gagner en rapidit\u00e9 et en productivit\u00e9. Mais cette strat\u00e9gie n\u2019est pas viable, car les \u00e9quipes ne pourront pas suivre le rythme.\u00a0<\/p>\n\n<p>\u00catre efficace ne se limite pas \u00e0 aller plus vite, mais aussi \u00e0 faire mieux. Et cela repose avant tout sur les \u00e9quipes, pas sur la technologie.\u00a0<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-the-efficiency-paradox-and-the-human-side-of-ai-transformation\">Le paradoxe de l\u2019efficacit\u00e9\u00a0: remettre l\u2019humain au c\u0153ur de la transformation par l\u2019IA<\/h2>\n\n<p>R\u00e9ussir une transformation li\u00e9e \u00e0 l\u2019IA ne rel\u00e8ve pas seulement de la technologie, c\u2019est \u00e9galement un d\u00e9fi humain.  L\u2019IA promettait plus d\u2019efficacit\u00e9, pourtant les r\u00e9sultats se font attendre pour de nombreuses entreprises. <a href=\"https:\/\/www.entrepreneur.com\/business-news\/most-companies-saw-zero-return-on-ai-investments-study\/496144\">Pr\u00e8s de 95\u00a0% d\u2019entre elles n\u2019ont constat\u00e9 aucun retour sur leurs investissements internes en IA<\/a>. Qui plus est, <a href=\"https:\/\/www.deloitte.com\/nl\/en\/issues\/generative-ai\/ai-roi-the-paradox-of-rising-investment-and-elusive-returns.html\">\u00e0 peine 15\u00a0% des utilisateurs de GenAI d\u00e9clarent que leur entreprise en retire un ROI significatif<\/a>.<\/p>\n\n<p>Il est tentant d\u2019expliquer l\u2019absence de progr\u00e8s par un simple probl\u00e8me technologique, et les entreprises continuent donc d\u2019injecter des budgets dans des initiatives d\u2019IA. <a href=\"https:\/\/www.deloitte.com\/nl\/en\/issues\/generative-ai\/ai-roi-the-paradox-of-rising-investment-and-elusive-returns.html\">85\u00a0% des dirigeants ont d\u00e9j\u00e0 augment\u00e9 leurs investissements en IA au cours des douze derniers mois<\/a> et neuf sur dix pr\u00e9voient d\u2019allouer encore plus de budget \u00e0 la GenAI l\u2019ann\u00e9e prochaine, selon les chiffres de <a href=\"https:\/\/knowledge.wharton.upenn.edu\/special-report\/2025-ai-adoption-report\/\">Knowledge at Wharton<\/a> (88\u00a0%) et <a href=\"https:\/\/www.deloitte.com\/nl\/en\/issues\/generative-ai\/ai-roi-the-paradox-of-rising-investment-and-elusive-returns.html\">Deloitte<\/a> (91\u00a0%).<\/p>\n\n<p>Malgr\u00e9 la forte hausse des d\u00e9penses dans ce domaine, la <a href=\"https:\/\/www.stlouisfed.org\/on-the-economy\/2025\/nov\/state-generative-ai-adoption-2025\">R\u00e9serve f\u00e9d\u00e9rale de Saint-Louis<\/a> r\u00e9v\u00e8le que l\u2019adoption de l\u2019IA en entreprise n\u2019est pass\u00e9e que de 33\u00a0% \u00e0 37,5\u00a0% entre 2024 et 2025. Une <a href=\"https:\/\/www.pwc.com\/gx\/en\/news-room\/press-releases\/2025\/pwc-2025-global-workforce-survey.html\">enqu\u00eate PwC mondiale<\/a> montre de mani\u00e8re similaire que l\u2019usage quotidien de la GenAI est pass\u00e9 de 12\u00a0% en\u00a02024 \u00e0 14\u00a0% aujourd\u2019hui. L\u2019adoption croissante de l\u2019IA n\u2019est donc pas encore \u00e0 la hauteur des investissements colossaux qui y sont consacr\u00e9s.<\/p>\n\n<p>Ce qu\u2019il faut retenir\u00a0? Pour tirer pleinement parti des promesses de l\u2019IA, les collaborateurs doivent acc\u00e9l\u00e9rer et optimiser leur mont\u00e9e en comp\u00e9tences, \u00e0 mesure que les besoins en la mati\u00e8re se diversifient et s\u2019intensifient. Pour ce faire, les entreprises doivent placer l\u2019humain au c\u0153ur de la transformation par l\u2019IA. En fin de compte, les initiatives\u00a0IA ne sont efficaces que si elles aident les collaborateurs \u00e0 innover, \u00e0 explorer de nouvelles fa\u00e7ons de travailler et \u00e0 soutenir la croissance de l\u2019entreprise.<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-ai-s-role-in-the-learning-efficiency-paradox\">Quel r\u00f4le joue l\u2019IA dans le paradoxe d&rsquo;efficacit\u00e9 en L&D\u00a0?<\/h2>\n\n<p>Bien que l\u2019IA pousse les entreprises \u00e0 \u00e9voluer rapidement, elle leur apporte aussi des solutions pour y parvenir. C\u2019est l\u00e0 tout le paradoxe.<br \/><br \/>Quelles sont ces solutions\u00a0?\u00a0<\/p>\n\n<p>Bien utilis\u00e9e, l\u2019IA donne aux \u00e9quipes les moyens de se former vite et bien pour suivre le rythme auquel elle \u00e9volue. D\u2019o\u00f9 l\u2019importance d\u2019une formation efficace. Les biblioth\u00e8ques de contenus statiques et la formation autonome ne r\u00e9pondent plus aux besoins actuels. L\u2019IA ouvre la voie \u00e0 plus de personnalisation, d\u2019interactivit\u00e9 et d\u2019innovation.\u00a0<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-personalization\"><strong>Personnalisation<\/strong><\/h3>\n\n<p>Lorsque vos collaborateurs ont acc\u00e8s aux contenus les plus pertinents, ils passent moins de temps \u00e0 chercher et plus de temps \u00e0 apprendre. L\u2019IA s\u2019appuie sur les donn\u00e9es de comp\u00e9tences et sur les fondements des sciences de la formation pour fournir des contenus toujours adapt\u00e9s au poste et au niveau de ma\u00eetrise des apprenants.\u00a0<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-interactivity\"><strong>Interactivit\u00e9<\/strong><\/h3>\n\n<p>L\u2019IA rend les contenus plus dynamiques que jamais. Et ce n\u2019est pas qu\u2019une question de personnalisation\u00a0: elle permet aux apprenants de simuler de vrais dialogues, de se pr\u00e9parer \u00e0 des \u00e9changes cl\u00e9s et de recevoir des retours instantan\u00e9s. Cette m\u00e9thode d\u2019apprentissage sans pr\u00e9c\u00e9dent assure une ma\u00eetrise durable des comp\u00e9tences.\u00a0<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-innovation\"><strong>Innovation<\/strong><\/h3>\n\n<p>Il existe de nombreuses fa\u00e7ons d\u2019innover et l\u2019IA peut jouer un r\u00f4le cl\u00e9 dans l\u2019optimisation cr\u00e9ative des processus existants. <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai\">Selon McKinsey<\/a>, la moiti\u00e9 des acteurs les plus performants en\u00a0IA envisagent de recourir \u00e0 cette technologie pour transformer leur entreprise, principalement via la refonte des workflows. Pour gagner en efficacit\u00e9, les organisations doivent r\u00e9inventer leurs proc\u00e9dures et processus traditionnels en misant sur la compl\u00e9mentarit\u00e9 entre l\u2019humain et l\u2019IA.\u00a0<\/p>\n\n<p>Le paradoxe d&rsquo;efficacit\u00e9 en L&D repr\u00e9sente \u00e0 la fois une opportunit\u00e9 et un d\u00e9fi. Pour d\u00e9couvrir comment le r\u00e9soudre, ne manquez pas l\u2019occasion d&rsquo;assister \u00e0 nos d\u00e9bats d&rsquo;experts lors de la conf\u00e9rence <a href=\"https:\/\/events.degreed.com\/LENS2026?utm_source=degreed&utm_medium=web&utm_content=pre_blog&utm_campaign=EVNT-LENS-Degreed-GEN-ENG-LENS2026-3_26\">Degreed LENS 2026 \u00e0 Orlando, en Floride<\/a>. Venez profiter d\u2019un programme riche en ateliers et en tables rondes pour approfondir vos connaissances tout en rencontrant les leaders du secteur.<\/p>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00c0 l\u2019heure o\u00f9 l\u2019IA r\u00e9volutionne le monde du travail, les dirigeants demandent aux \u00e9quipes formation, RH et gestion des talents d\u2019acc\u00e9l\u00e9rer le d\u00e9veloppement des comp\u00e9tences et d\u2019optimiser le ROI plus rapidement\u2026 mais avec moins de budget, de temps et de ressources. Autrement dit, d\u2019obtenir un maximum de r\u00e9sultats avec un minimum de moyens. \u00c0 la [&hellip;]<\/p>\n","protected":false},"author":58,"featured_media":87613,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[669],"tags":[643,644],"post_folder":[],"class_list":["post-87662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-workforce-business-impact","tag-artificial-intelligence","tag-learning-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Qu\u2019est-ce que le paradoxe d&#039;efficacit\u00e9 en mati\u00e8re de learning\u00a0? - Degreed<\/title>\n<meta name=\"description\" content=\"Pour viser l&#039;efficacit\u00e9, la formation doit r\u00e9soudre un paradoxe\u00a0: faire plus avec moins. 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