{"id":783251,"date":"2023-04-20T16:36:00","date_gmt":"2023-04-20T14:36:00","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=783251"},"modified":"2025-05-05T13:45:10","modified_gmt":"2025-05-05T11:45:10","slug":"ia-de-confiance-comprendre-les-enjeux-de-la-prochaine-decennie","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-de-confiance-comprendre-les-enjeux-de-la-prochaine-decennie\/","title":{"rendered":"IA de confiance \u2013 comprendre les enjeux de la prochaine d\u00e9cennie"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>IA de confiance \u2013 comprendre les enjeux de la prochaine d\u00e9cennie<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/Gregoire-Martinon.jpeg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Gr\u00e9goire Martinon<\/h5><h5 class=\"blog-date\">20 avril 2023<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\"\/><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-de-confiance-comprendre-les-enjeux-de-la-prochaine-decennie\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-de-confiance-comprendre-les-enjeux-de-la-prochaine-decennie\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/dora-pour-une-gestion-de-crise-plus-structuree\/\" target=\"_blank\" rel=\"noreferrer noopener\"><br><\/a>Au sein de Capgemini Invent, riches de nos dix ann\u00e9es d\u2019exp\u00e9rience en r\u00e9alisation de projets d\u2019IAs de bout-en-bout, et \u00e0 la pointe des enjeux strat\u00e9giques, scientifiques et r\u00e9glementaires \u00e0 venir, nous avons formalis\u00e9 l\u2019IA de confiance en huit th\u00e8mes fondamentaux.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<p>Notre expertise de dix personnes, travaille sur le sujet depuis bient\u00f4t sept ans, et nous accompagnons toutes les entreprises, petites grandes ou moyennes, \u00e0 d\u00e9finir et \u00e0 impl\u00e9menter une strat\u00e9gie IA de confiance. En \u00e9tant irr\u00e9prochable sur ces 8 th\u00e8mes, les entreprises que nous accompagnons sont certaines de gagner en excellence op\u00e9rationnelle et de ma\u00eetriser leurs risques financiers, r\u00e9glementaires ou r\u00e9putationnels.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"396\" width=\"1024\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/piliers-rai.png?w=960\" alt=\"\" class=\"wp-image-783252\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/piliers-rai.png 1390w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/piliers-rai.png?resize=300,116 300w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/piliers-rai.png?resize=768,297 768w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/piliers-rai.png?resize=1024,396 1024w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u00c0 travers une s\u00e9rie d\u2019articles, nous vous proposons de plonger en d\u00e9tail dans chacun de ces huit th\u00e8mes, afin de :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Comprendre leur signification<\/li>\n\n\n\n<li>Saisir leurs implications sur les projets IA<\/li>\n\n\n\n<li>Les illustrer via des cas d\u2019usage r\u00e9els<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-decouvrez-les-8-thematiques-ici-nbsp\">D\u00e9couvrez les 8 th\u00e9matiques ici&nbsp;:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/intelligence-artificielle-de-confiance-en-route-vers-la-responsabilite-by-design\/\">Responsabilit\u00e9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/en-intelligence-artificielle-performance-rime-avec-confiance\/\">Performance<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/la-robustesse-un-imperatif-pour-une-intelligence-artificielle-de-confiance\/\">Robustesse<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/qualite-des-donnees-ou-la-genese-de-lintelligence-artificielle-de-confiance\/\">Qualit\u00e9 des donn\u00e9es<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/intelligence-artificielle-et-equite-eviter-le-piege-dignorer-les-biais\/\">\u00c9quit\u00e9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/intelligence-artificielle-de-confiance-et-explicabilite-ouvrir-la-boite-noire\/\">Explicabilit\u00e9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/la-frugalite-ou-comment-empecher-lia-de-franchir-les-limites\/\">Frugalit\u00e9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.capgemini.com\/fr-fr\/insights\/expert-perspectives\/controle-des-derives-evitez-le-hors-piste-a-vos-modeles-dia\/\">Contr\u00f4le des d\u00e9rives<\/a><\/li>\n<\/ul>\n\n\n\n<p>Ces&nbsp;huit th\u00e9matiques sont motiv\u00e9es par un double constat&nbsp;: l\u2019IA est en croissance exponentielle, et sa r\u00e9gulation est en train de se mettre en place partout dans le monde.<a id=\"_msocom_1\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-le-marche-de-l-ia-nbsp-une-croissance-folle-encore-incontrolee\">Le march\u00e9 de l\u2019IA&nbsp;: une croissance folle encore incontr\u00f4l\u00e9e<\/h2>\n\n\n\n<p>Depuis 2012 et l\u2019effet de souffle cr\u00e9\u00e9 par la <a href=\"https:\/\/papers.nips.cc\/paper\/2012\/hash\/c399862d3b9d6b76c8436e924a68c45b-Abstract.html\">comp\u00e9tition ImageNet<\/a>, le march\u00e9 de l\u2019intelligence artificielle (IA) est en <a href=\"https:\/\/fr.statista.com\/infographie\/13385\/lintelligence-artificielle-un-marche-qui-vaut-des-milliards\/\">croissance exponentielle<\/a>. Tout le tissu \u00e9conomique s\u2019en impr\u00e8gne, tant et si bien que nous ne passons plus une journ\u00e9e sans interagir avec une IA.<\/p>\n\n\n\n<p>En parall\u00e8le de cette \u00e9volution, on observe \u00e9galement une recrudescence des risques associ\u00e9s \u00e0 un usage incontr\u00f4l\u00e9 de l\u2019IA. Certaines d\u2019entre elles ont <a href=\"https:\/\/www.reuters.com\/article\/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G\/\">discrimin\u00e9 des femmes sur le march\u00e9 de l\u2019emploi<\/a>, ont <a href=\"https:\/\/www.bbc.com\/news\/technology-33347866\">confondu des afro-am\u00e9ricains avec des gorilles<\/a>, ont <a href=\"https:\/\/www.artificialintelligence-news.com\/news\/medical-chatbot-openai-gpt3-patient-kill-themselves\/\">recommand\u00e9 \u00e0 des patients d\u00e9pressifs de se suicider<\/a>, ou ont <a href=\"https:\/\/rss.onlinelibrary.wiley.com\/doi\/full\/10.1111\/j.1740-9713.2016.00960.x\">incit\u00e9 les policiers \u00e0 accro\u00eetre les in\u00e9galit\u00e9s de surveillance polici\u00e8re<\/a>. Aujourd\u2019hui, il existe m\u00eame une base de donn\u00e9es publique recensant nombre de scandales li\u00e9s \u00e0 <a href=\"https:\/\/incidentdatabase.ai\/\">l\u2019utilisation incontr\u00f4l\u00e9e de l\u2019IA dans le monde<\/a>.<\/p>\n\n\n\n<p>Dans le monde de l\u2019entreprise, la d\u00e9rive des co\u00fbts li\u00e9e \u00e0 la non-qualit\u00e9 des projets, le besoin de transparence des utilisateurs, ou encore le maintien en conditions op\u00e9rationnelles, sont autant de raison d\u2019adresser le sujet de l\u2019IA de confiance, qui rime souvent avec excellence.<\/p>\n\n\n\n<p>Enfin, la r\u00e9cente d\u00e9mocratisation des \u00ab\u00a0general purpose AIs\u00a0\u00bb, en particulier les IAs g\u00e9n\u00e9ratives comme <a href=\"https:\/\/docs.midjourney.com\/docs\/quick-start\">Midjourney<\/a>, <a href=\"https:\/\/stablediffusionweb.com\/\">Stable Diffusion<\/a> ou <a href=\"https:\/\/chat.openai.com\/\">ChatGPT<\/a> accroissent la demande soci\u00e9tale autour d\u2019une r\u00e9gulation de cette technologie. Certaines figures de proue du domaine comme Yoshua Bengio ou Elon Musk r\u00e9clament m\u00eame une pause dans le d\u00e9veloppement de telles IAs afin de laisser \u00e9merger un <a href=\"https:\/\/futureoflife.org\/open-letter\/pause-giant-ai-experiments\/\">cadre normatif de contr\u00f4le des risques<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l-ai-act-nbsp-un-cadre-normatif-imminent-pour-les-ias-a-risque\">L\u2019AI Act&nbsp;: un cadre normatif imminent pour les IAs \u00e0 risque<\/h2>\n\n\n\n<p>En r\u00e9ponse \u00e0 cette recrudescence des risques, l\u2019Union Europ\u00e9enne a propos\u00e9 un r\u00e8glement visant \u00e0 r\u00e9guler les IAs au sens large. Les IAs jug\u00e9es \u00e0 risques sont <a href=\"https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?uri=celex%3A52021PC0206\">au c\u0153ur des pr\u00e9occupations<\/a>. Le r\u00e8glement s\u2019appliquera \u00e0 tout acteur, m\u00eame ext\u00e9rieur \u00e0 l\u2019Union Europ\u00e9enne, d\u00e8s lors qu\u2019il d\u00e9ploie une IA sur le territoire europ\u00e9en. Le texte de loi sera vot\u00e9 de mani\u00e8re imminente, au cours de l\u2019ann\u00e9e 2023, et sera pleinement applicable \u00e0 horizon 2026, sur le m\u00eame mod\u00e8le que le d\u00e9ploiement du <a href=\"https:\/\/gdpr-info.eu\/\">R\u00e8glement G\u00e9n\u00e9ral pour la Protection des Donn\u00e9es<\/a> (RGPD).<\/p>\n\n\n\n<p>L\u2019\u00e9mergence de cadres r\u00e9glementaires tels que l\u2019AI Act r\u00e9pond en r\u00e9alit\u00e9 \u00e0 une crise de confiance, et trouve de nombreux \u00e9chos dans le monde entier, comme nous l\u2019avons d\u00e9j\u00e0 \u00e9crit dans notre <a href=\"https:\/\/www.quantmetry.com\/blog\/panorama-contexte-reglementaire-et-initiatives-ia-de-confiance\/\">pr\u00e9c\u00e9dent article de blog<\/a> (le <a href=\"https:\/\/www.enseignementsup-recherche.gouv.fr\/fr\/rapport-de-cedric-villani-donner-un-sens-l-intelligence-artificielle-ia-49194\">rapport Villani en France<\/a>, l\u2019<a href=\"https:\/\/www.parl.ca\/DocumentViewer\/en\/44-1\/bill\/C-27\/first-reading\">Artificial Intelligence and Data Act <\/a>au Canada, les <a href=\"https:\/\/www.nist.gov\/itl\/ai-risk-management-framework\">standards du NIST<\/a> ou encore l\u2019<a href=\"https:\/\/www.congress.gov\/bill\/117th-congress\/house-bill\/6580\/text#:~:text=To%20direct%20the%20Federal%20Trade,Algorithmic%20Accountability%20Act%20of%202022%E2%80%9D\">Algorithmic Accountability Act<\/a> aux Etats-Unis). A l\u2019instar des secteurs d\u00e9j\u00e0 r\u00e9glement\u00e9s comme la banque ou l\u2019a\u00e9ronautique, c\u2019est bien une logique de gestion de la qualit\u00e9 que l\u2019on voit se mettre en place chez les acteurs les plus en avance sur le sujet. L\u2019audit interne IA de confiance, tel que nous l\u2019avons d\u00e9taill\u00e9 dans<a href=\"https:\/\/www.quantmetry.com\/blog\/audit-ia-confiance\/\"> notre article d\u00e9di\u00e9<\/a>, semble \u00eatre une des approches les plus efficaces pour les entreprises d\u2019absorber ce futur choc r\u00e9glementaire.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-voulez-vous-prendre-le-virage-de-l-ia-de-confiance-nbsp\">Voulez-vous prendre le virage de l\u2019IA de confiance&nbsp;?<\/h2>\n\n\n\n<p>Vous voulez prendre le virage de l\u2019IA de confiance mais vous ne savez pas par o\u00f9 commencer&nbsp;? Capgemini Invent vous offre une session gratuite de d\u00e9couverte de l\u2019IA de confiance \u00e0 travers un jeu de cartes. Vous choisissez un cas d\u2019usage, et \u00e0 la fin de la partie vous avez identifi\u00e9 les points forts et les axes prioritaires \u00e0 d\u00e9velopper pour rendre votre IA de confiance. Facile, et ludique&nbsp;!<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"589\" height=\"394\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/jeu-de-cartes-3.jpg?w=589\" alt=\"\" class=\"wp-image-783253\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/jeu-de-cartes-3.jpg 589w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/jeu-de-cartes-3.jpg?resize=300,201 300w\" sizes=\"auto, (max-width: 589px) 100vw, 589px\" \/><\/figure>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Notre expert<\/h2><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/04\/photo-gma.jpeg\" alt=\"Gr\u00e9goire Martinon\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/gregoire-martinon\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Gr\u00e9goire Martinon<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Trusted AI, Lead Data Scientist, Capemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/gregoire-martinon\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Gr\u00e9goire anime la tribu IA de confiance de Capgemini Invent. Il structure la veille et dirige les orientations scientifiques sur le th\u00e8me IA de confiance. Il est le r\u00e9f\u00e9rent R&#038;D de tous les projets visant \u00e0 \u00e9tablir une m\u00e9thodologie d\u2019homologation des IAs.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Au sein de Capgemini Invent, riches de nos dix ann\u00e9es d\u2019exp\u00e9rience en r\u00e9alisation de projets d\u2019IAs de bout-en-bout, et \u00e0 la pointe des enjeux strat\u00e9giques, scientifiques et r\u00e9glementaires \u00e0 venir, nous avons formalis\u00e9 l\u2019IA de confiance en huit th\u00e8mes fondamentaux.<\/p>\n","protected":false},"author":12419,"featured_media":783482,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"31","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[3],"tags":[174],"brand":[31],"service":[49],"industry":[],"partners":[],"blog-topic":[359],"content-group":[],"class_list":["post-783251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-innovation","tag-ia-et-data","brand-capgemini-invent","service-ia-data","blog-topic-ia-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IA de confiance \u2013 comprendre les enjeux de la prochaine d\u00e9cennie - Capgemini France<\/title>\n<meta name=\"description\" content=\"Formalisation de l\u2019IA de confiance en 8 th\u00e8mes fondamentaux. 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