{"id":250,"date":"2024-04-06T15:52:04","date_gmt":"2024-04-06T19:52:04","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?page_id=250"},"modified":"2024-04-06T16:09:47","modified_gmt":"2024-04-06T20:09:47","slug":"ai-timeline","status":"publish","type":"page","link":"https:\/\/businessagility.education\/blog\/fr\/ai-timeline\/","title":{"rendered":"Chronologie de l'IA"},"content":{"rendered":"<p>ABSTRACT : L'\u00e9volution de l'IA a commenc\u00e9 dans les ann\u00e9es 1950 avec des travaux fondamentaux sur le raisonnement symbolique. Au fil des d\u00e9cennies, elle s'est \u00e9tendue aux syst\u00e8mes experts, puis s'est orient\u00e9e vers l'apprentissage automatique et les r\u00e9seaux neuronaux dans les ann\u00e9es 1990. Les perc\u00e9es dans le domaine de l'apprentissage profond dans les ann\u00e9es 2000 et la r\u00e9volution de l'apprentissage profond dans les ann\u00e9es 2010, en particulier avec l'av\u00e8nement des mod\u00e8les transformateurs, ont marqu\u00e9 des \u00e9tapes importantes. Les ann\u00e9es 2020 sont consacr\u00e9es \u00e0 l'am\u00e9lioration du NLP et \u00e0 l'int\u00e9gration de syst\u00e8mes multimodaux, ouvrant la voie \u00e0 de futurs d\u00e9veloppements vers l'AGI. La chronologie pr\u00e9voit des avanc\u00e9es en mati\u00e8re d'empathie de la machine, de compr\u00e9hension du contexte et d'int\u00e9gration de l'IA sp\u00e9cialis\u00e9e, pour aboutir \u00e0 l'AGI et \u00e0 ses profondes r\u00e9percussions soci\u00e9tales dans les ann\u00e9es 2060 (mais probablement beaucoup plus t\u00f4t).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">L'\u00e9volution de l'IA depuis 1950 et les sp\u00e9culations sur 2060<\/h2>\n\n\n\n<p>Retracer l'\u00e9volution de l'intelligence artificielle (IA) depuis ses fondements dans les ann\u00e9es 1950 jusqu'\u00e0 l'avenir sp\u00e9culatif de l'intelligence g\u00e9n\u00e9rale artificielle (AGI) et au-del\u00e0 offre une vue d'ensemble de la mani\u00e8re dont ce domaine s'est d\u00e9velopp\u00e9 et de la direction qu'il pourrait prendre. Cette chronologie int\u00e8gre les \u00e9tapes importantes, les avanc\u00e9es technologiques et le chemin pr\u00e9vu pour atteindre des capacit\u00e9s d'IA plus avanc\u00e9es.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ann\u00e9es 1950-1960 : L'aube de l'IA<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fondation et optimisme<\/strong>: Le terme \"intelligence artificielle\" est invent\u00e9 lors de la conf\u00e9rence de Dartmouth (1956), marquant le d\u00e9but officiel de l'IA en tant que domaine. Les premiers travaux se concentrent sur le raisonnement symbolique et la r\u00e9solution de probl\u00e8mes.<\/li>\n\n\n\n<li><strong>Faits marquants<\/strong>: D\u00e9veloppement des premiers programmes d'IA, notamment le programme de jeu de dames d'Arthur Samuel et le Logic Theorist de Newell, Shaw et Simon.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ann\u00e9es 1970-1980 : Expansion et diversification<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Syst\u00e8mes bas\u00e9s sur des r\u00e8gles<\/strong>: La recherche en IA s'\u00e9tend aux syst\u00e8mes experts, qui utilisent des approches bas\u00e9es sur des r\u00e8gles pour imiter le processus de prise de d\u00e9cision des experts humains.<\/li>\n\n\n\n<li><strong>Les premiers d\u00e9fis<\/strong>: Le domaine de l'IA conna\u00eet son premier \"hiver\", une p\u00e9riode de r\u00e9duction du financement et de l'int\u00e9r\u00eat, en raison des limites des premi\u00e8res techniques en mati\u00e8re de mise \u00e0 l'\u00e9chelle et de traitement de l'incertitude.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1990s : L'essor de l'apprentissage automatique<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Passage \u00e0 l'apprentissage automatique<\/strong>: L'accent est mis sur le d\u00e9veloppement d'algorithmes capables d'apprendre \u00e0 partir de donn\u00e9es, ce qui entra\u00eene une r\u00e9surgence de la recherche et de l'int\u00e9r\u00eat pour l'IA.<\/li>\n\n\n\n<li><strong>Les r\u00e9seaux neuronaux gagnent en popularit\u00e9<\/strong>: Malgr\u00e9 un deuxi\u00e8me hiver de l'IA, les travaux fondamentaux sur les r\u00e9seaux neuronaux ouvrent la voie \u00e0 de futures perc\u00e9es dans le domaine de l'apprentissage profond.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2000s : Perc\u00e9es dans le domaine de l'apprentissage profond<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Progr\u00e8s dans les r\u00e9seaux neuronaux<\/strong>: Des avanc\u00e9es majeures, notamment le d\u00e9veloppement de techniques d'apprentissage efficaces pour les r\u00e9seaux neuronaux profonds, conduisent \u00e0 des am\u00e9liorations significatives dans des t\u00e2ches telles que la reconnaissance d'images et de la parole.<\/li>\n\n\n\n<li><strong>Renouvellement de l'int\u00e9r\u00eat et de l'investissement<\/strong>: La recherche sur l'IA b\u00e9n\u00e9ficie d'un financement accru et les entreprises technologiques commencent \u00e0 investir massivement dans l'IA.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2010s : L'IA se g\u00e9n\u00e9ralise<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>La r\u00e9volution de l'apprentissage profond<\/strong>: Des technologies telles que les r\u00e9seaux neuronaux convolutifs (CNN) et les r\u00e9seaux neuronaux r\u00e9currents (RNN) sont \u00e0 l'origine de progr\u00e8s dans les domaines de la vision artificielle et du traitement du langage naturel.<\/li>\n\n\n\n<li><strong>Principales \u00e9tapes<\/strong>: Les syst\u00e8mes d'IA atteignent des performances comparables \u00e0 celles des humains en mati\u00e8re de reconnaissance d'images, de reconnaissance vocale et de jeux strat\u00e9giques tels que le jeu de Go.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2017 : L'\u00e8re des Transformers commence<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Introduction du mod\u00e8le de transformateur<\/strong>: Le document \"L'attention est tout ce dont vous avez besoin\" r\u00e9volutionne la PNL en \u00e9tablissant de nouvelles normes de performance et d'efficacit\u00e9.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2020s : Sp\u00e9cialisation et int\u00e9gration<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Progr\u00e8s continus dans le domaine de la PNL<\/strong>: D\u00e9veloppement et perfectionnement de mod\u00e8les bas\u00e9s sur des transformateurs tels que GPT et BERT, am\u00e9liorant la compr\u00e9hension du langage et les capacit\u00e9s de g\u00e9n\u00e9ration.<\/li>\n\n\n\n<li><strong>Syst\u00e8mes d'IA multimodaux<\/strong>: Des avanc\u00e9es significatives dans l'int\u00e9gration de diff\u00e9rentes formes de donn\u00e9es (texte, images, voix) pour am\u00e9liorer la compr\u00e9hension contextuelle de l'IA.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2030s : Th\u00e9orie de l'esprit et empathie des machines<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Premiers mod\u00e8les de la th\u00e9orie de l'esprit<\/strong>: L'IA commence \u00e0 d\u00e9montrer des capacit\u00e9s de base pour comprendre les intentions et les \u00e9motions humaines dans des contextes sp\u00e9cifiques.<\/li>\n\n\n\n<li><strong>D\u00e9veloppement d'une IA empathique<\/strong>: Des syst\u00e8mes d'IA capables de reconna\u00eetre les \u00e9motions humaines et d'y r\u00e9pondre sont mis au point et trouvent des applications dans le service \u00e0 la client\u00e8le et les soins de sant\u00e9.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2040s : Compr\u00e9hension contextuelle avanc\u00e9e<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>IA contextuelle sophistiqu\u00e9e<\/strong>: L'IA permet de mieux comprendre des contextes complexes, en int\u00e9grant des donn\u00e9es multisensorielles et des connaissances historiques.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2050s : La voie vers l'AGI<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Int\u00e9gration de syst\u00e8mes d'IA sp\u00e9cialis\u00e9s<\/strong>: Efforts visant \u00e0 combiner des IA sp\u00e9cialis\u00e9es en syst\u00e8mes coh\u00e9sifs capables d'apprendre et de raisonner \u00e0 des fins g\u00e9n\u00e9rales.<\/li>\n\n\n\n<li><strong>Des prototypes de syst\u00e8mes AGI voient le jour<\/strong>: Prototypes capables d'effectuer de mani\u00e8re autonome un large \u00e9ventail de t\u00e2ches \u00e0 un niveau humain ou proche de celui-ci.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Les ann\u00e9es 2060 et au-del\u00e0 : R\u00e9alisation de l'AGI<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L'AGI devient une r\u00e9alit\u00e9<\/strong>: Les syst\u00e8mes AGI capables d'innovation et de cr\u00e9ativit\u00e9 transdisciplinaires transforment la recherche scientifique, l'\u00e9ducation et l'industrie.<\/li>\n\n\n\n<li><strong>Transformation de la soci\u00e9t\u00e9<\/strong>: L'impact de l'AGI entra\u00eene des changements majeurs dans le fonctionnement des soci\u00e9t\u00e9s, notamment dans l'\u00e9conomie, l'\u00e9ducation et l'\u00e9thique.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Consid\u00e9rations et d\u00e9fis<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Implications \u00e9thiques et soci\u00e9tales<\/strong>: La voie vers l'AGI sera marqu\u00e9e par des d\u00e9bats \u00e9thiques et la n\u00e9cessit\u00e9 d'une gouvernance solide pour garantir que les avantages de l'IA soient \u00e9quitablement r\u00e9partis.<\/li>\n\n\n\n<li><strong>Incertitudes technologiques<\/strong>: Les pr\u00e9visions sont susceptibles d'\u00eatre modifi\u00e9es en raison de perc\u00e9es potentielles, d'obstacles technologiques et de la nature dynamique de la recherche sur l'IA.<\/li>\n<\/ul>\n\n\n\n<p>Cette chronologie retrace l'\u00e9volution de l'IA depuis ses d\u00e9buts th\u00e9oriques jusqu'\u00e0 son \u00e9tat actuel et se projette dans un avenir o\u00f9 l'IA et au-del\u00e0 pourraient modifier radicalement notre relation avec la technologie et les autres.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Photo par&nbsp;<a href=\"https:\/\/unsplash.com\/@iceage26?utm_content=creditCopyText&amp;utm_medium=referral&amp;utm_source=unsplash\">Adrian Hernandez<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>ABSTRACT: The evolution of AI began in the 1950s with foundational work in symbolic reasoning. Through decades, it expanded into expert systems, fand shifted towards machine learning and neural networks in the 1990s. Breakthroughs in deep learning in the 2000s and the deep learning revolution in the 2010s, particularly with the advent of transformer models, [&hellip;]<\/p>","protected":false},"author":1,"featured_media":251,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-250","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Timeline - Business Agility+AI<\/title>\n<meta name=\"description\" content=\"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessagility.education\/blog\/fr\/ai-timeline\/\" \/>\n<meta property=\"og:locale\" content=\"fr_CA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Timeline - Business Agility+AI\" \/>\n<meta property=\"og:description\" content=\"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s\" \/>\n<meta property=\"og:url\" content=\"https:\/\/businessagility.education\/blog\/fr\/ai-timeline\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Agility+AI\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-06T20:09:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"426\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimation du temps de lecture\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/\",\"url\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/\",\"name\":\"AI Timeline - Business Agility+AI\",\"isPartOf\":{\"@id\":\"https:\/\/businessagility.education\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg\",\"datePublished\":\"2024-04-06T19:52:04+00:00\",\"dateModified\":\"2024-04-06T20:09:47+00:00\",\"description\":\"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s\",\"breadcrumb\":{\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/#breadcrumb\"},\"inLanguage\":\"fr-CA\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/businessagility.education\/blog\/ai-timeline\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-CA\",\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage\",\"url\":\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg\",\"contentUrl\":\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg\",\"width\":640,\"height\":426,\"caption\":\"ai timeline artificial intelligence\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/businessagility.education\/blog\/ai-timeline\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/businessagility.education\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Timeline\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/businessagility.education\/blog\/#website\",\"url\":\"https:\/\/businessagility.education\/blog\/\",\"name\":\"Business Agility+AI\",\"description\":\"The Business Agility + Artificial Intelligence Blog\",\"publisher\":{\"@id\":\"https:\/\/businessagility.education\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/businessagility.education\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-CA\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/businessagility.education\/blog\/#organization\",\"name\":\"Business Agility+AI\",\"url\":\"https:\/\/businessagility.education\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-CA\",\"@id\":\"https:\/\/businessagility.education\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2022\/06\/business-agility-blog-logo.png\",\"contentUrl\":\"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2022\/06\/business-agility-blog-logo.png\",\"width\":200,\"height\":100,\"caption\":\"Business Agility+AI\"},\"image\":{\"@id\":\"https:\/\/businessagility.education\/blog\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Timeline - Business Agility+AI","description":"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/businessagility.education\/blog\/fr\/ai-timeline\/","og_locale":"fr_CA","og_type":"article","og_title":"AI Timeline - Business Agility+AI","og_description":"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s","og_url":"https:\/\/businessagility.education\/blog\/fr\/ai-timeline\/","og_site_name":"Business Agility+AI","article_modified_time":"2024-04-06T20:09:47+00:00","og_image":[{"width":640,"height":426,"url":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Estimation du temps de lecture":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/","url":"https:\/\/businessagility.education\/blog\/ai-timeline\/","name":"AI Timeline - Business Agility+AI","isPartOf":{"@id":"https:\/\/businessagility.education\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage"},"image":{"@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage"},"thumbnailUrl":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg","datePublished":"2024-04-06T19:52:04+00:00","dateModified":"2024-04-06T20:09:47+00:00","description":"Evolution of Artificial Intelligence (AI) from its foundations in the 1950s to speculative future Artificial General Intelligence (AGI) 2060s","breadcrumb":{"@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/#breadcrumb"},"inLanguage":"fr-CA","potentialAction":[{"@type":"ReadAction","target":["https:\/\/businessagility.education\/blog\/ai-timeline\/"]}]},{"@type":"ImageObject","inLanguage":"fr-CA","@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/#primaryimage","url":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg","contentUrl":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2024\/04\/ai-timeline-artificial-intelligence.jpg","width":640,"height":426,"caption":"ai timeline artificial intelligence"},{"@type":"BreadcrumbList","@id":"https:\/\/businessagility.education\/blog\/ai-timeline\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/businessagility.education\/blog\/"},{"@type":"ListItem","position":2,"name":"AI Timeline"}]},{"@type":"WebSite","@id":"https:\/\/businessagility.education\/blog\/#website","url":"https:\/\/businessagility.education\/blog\/","name":"Business Agility+AI","description":"The Business Agility + Artificial Intelligence Blog","publisher":{"@id":"https:\/\/businessagility.education\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/businessagility.education\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-CA"},{"@type":"Organization","@id":"https:\/\/businessagility.education\/blog\/#organization","name":"Business Agility+AI","url":"https:\/\/businessagility.education\/blog\/","logo":{"@type":"ImageObject","inLanguage":"fr-CA","@id":"https:\/\/businessagility.education\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2022\/06\/business-agility-blog-logo.png","contentUrl":"https:\/\/businessagility.education\/blog\/wp-content\/uploads\/2022\/06\/business-agility-blog-logo.png","width":200,"height":100,"caption":"Business Agility+AI"},"image":{"@id":"https:\/\/businessagility.education\/blog\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/pages\/250","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/comments?post=250"}],"version-history":[{"count":3,"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/pages\/250\/revisions"}],"predecessor-version":[{"id":256,"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/pages\/250\/revisions\/256"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/media\/251"}],"wp:attachment":[{"href":"https:\/\/businessagility.education\/blog\/fr\/wp-json\/wp\/v2\/media?parent=250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}