{"id":2063,"date":"2023-05-22T15:25:07","date_gmt":"2023-05-22T13:25:07","guid":{"rendered":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063"},"modified":"2026-03-24T11:03:39","modified_gmt":"2026-03-24T10:03:39","slug":"etudes_prospectives_dinov","status":"publish","type":"page","link":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063","title":{"rendered":"ETUDES PROSPECTIVES"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2063\" class=\"elementor elementor-2063\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e86bc9 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"2e86bc9\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cf28fdd\" data-id=\"cf28fdd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f74186 elementor-widget elementor-widget-heading\" data-id=\"5f74186\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.7 - 03-07-2022 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">ETUDES PROSPECTIVES<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-725ee77 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"725ee77\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f103b29\" data-id=\"f103b29\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-55db16f elementor-widget elementor-widget-spacer\" data-id=\"55db16f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.7 - 03-07-2022 *\/\n.e-container.e-container--row .elementor-spacer-inner{width:var(--spacer-size)}.e-container.e-container--column .elementor-spacer-inner,.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5b4f037 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5b4f037\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-726057c\" data-id=\"726057c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bb2726 elementor-widget elementor-widget-image\" data-id=\"3bb2726\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.7 - 03-07-2022 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"174\" src=\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/logo_data2040-300x174-1.png\" class=\"attachment-large size-large\" alt=\"\" \/>\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<div class=\"elementor-element elementor-element-cba6ecd elementor-widget elementor-widget-heading\" data-id=\"cba6ecd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><p style=\"margin-right: 0px; margin-bottom: 20px; margin-left: 0px; border: 0px; outline: 0px; padding: 0px; font-size: 16px; font-family: Quicksand; vertical-align: baseline; color: rgb(97, 97, 97); white-space-collapse: collapse; background-color: rgb(255, 255, 255); text-align: center;\">LE CYCLE DE VIE DE LA DONN\u00c9E \u00c0 L\u2019HEURE DES R\u00c9SEAUX INTELLIGENTS<span style=\"color: inherit; font-family: Montserrat, sans-serif; font-size: 1.75rem; white-space-collapse: preserve; background-color: transparent;\"><\/span><\/p><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12369f4 elementor-widget elementor-widget-text-editor\" data-id=\"12369f4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.6.7 - 03-07-2022 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-76bbc26 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"76bbc26\" data-element_type=\"section\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-row\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1815f47\" data-id=\"1815f47\" data-element_type=\"column\">\n<div class=\"elementor-column-wrap elementor-element-populated\">\n<div class=\"elementor-widget-wrap\">\n<div class=\"elementor-element elementor-element-314c48d elementor-widget elementor-widget-text-editor\" data-id=\"314c48d\" data-element_type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-text-editor elementor-clearfix\">\n<p>Depuis plus de 20 ans, le CEA et l\u2019\u00e9quipe du Y.SPOT f\u00e9d\u00e8rent divers industriels pour collaborer sur des th\u00e9matiques technologiques et soci\u00e9tales.&nbsp;<span style=\"font-weight: bolder;\">En d\u00e9cembre 2025, le CEA a pr\u00e9sent\u00e9 une \u00e9tude prospective multipartenaire intitul\u00e9e \u201c<span class=\"notion-enable-hover\" data-token-index=\"1\">Data 2040\u2033<\/span>, visant \u00e0&nbsp;<span class=\"notion-enable-hover\" data-token-index=\"3\">comprendre et anticiper le cycle de vie de la donn\u00e9e \u00e0 l\u2019\u00e8re des r\u00e9seaux intelligents.<\/span><\/span>&nbsp;Cette \u00e9tude a rassembl\u00e9 une quinzaine de partenaires issus de divers secteurs pour produire des sc\u00e9narios prospectifs explorant \u00e0 la fois les opportunit\u00e9s offertes par les futurs d\u00e9veloppements et les limites impos\u00e9es par les ressources \u00e9nerg\u00e9tiques et mat\u00e9rielles.<\/p>\n<p>Avec l&rsquo;expansion de la num\u00e9risation dans presque tous les domaines d&rsquo;activit\u00e9 humaine, les impacts et b\u00e9n\u00e9fices de ce secteur ne cessent de cro\u00eetre. Environ 25% des Datacenters du monde sont install\u00e9s en Europe. Cette \u00e9tude vise \u00e0 explorer les futurs possibles de ce secteur en mutation rapide et \u00e0 identifier les leviers pour une durabilit\u00e9 accrue.<\/p>\n<p>D\u00e9couvrez les 4 grands sc\u00e9narios prospectifs \u00e0 horizon 2040.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f182587 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"f182587\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/rapport-DATA-2040_preview.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Pr\u00e9visualiser<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fe87ae elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3fe87ae\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"mailto:yspot@cea.fr?subject=Demande%20du%20rapport%20public%20Data2040\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Acc\u00e8s \u00e0 la version compl\u00e8te<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-593a0ef elementor-widget elementor-widget-spacer\" data-id=\"593a0ef\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fe65b4e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe65b4e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-69c68f1\" data-id=\"69c68f1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b89064 elementor-widget elementor-widget-image\" data-id=\"1b89064\" data-element_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<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"278\" src=\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/Plan-de-travail-3@3x-300x278-1.png\" class=\"attachment-large size-large\" alt=\"\" \/>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4bc8643\" data-id=\"4bc8643\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e60d73c elementor-widget elementor-widget-text-editor\" data-id=\"e60d73c\" data-element_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<h1>\u00a0<\/h1><h1><span style=\"color: inherit; font-size: 2.5rem;\">\u00a0<\/span><\/h1><h1><span style=\"color: inherit; font-size: 2.5rem;\">QUANTUM 2042<\/span><\/h1><div><span style=\"color: inherit; font-size: 2.5rem;\">\u00a0<\/span><\/div><div><span style=\"color: inherit; font-size: 2.5rem;\">\u00a0<\/span><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-110a476 elementor-widget elementor-widget-heading\" data-id=\"110a476\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><p style=\"margin-right: 0px; margin-bottom: 20px; margin-left: 0px; border: 0px; outline: 0px; padding: 0px; font-size: 16px; font-family: Quicksand; vertical-align: baseline; color: rgb(97, 97, 97); white-space-collapse: collapse; background-color: rgb(255, 255, 255); text-align: center;\">EXPLORER LES POSSIBLES APPLICATIONS DU CALCUL QUANTIQUE \u00c0 L\u2019HORIZON 2042<span style=\"color: inherit; font-family: Montserrat, sans-serif; font-size: 1.75rem; white-space-collapse: preserve; background-color: transparent;\"><\/span><\/p><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b1f6d5 elementor-widget elementor-widget-text-editor\" data-id=\"7b1f6d5\" data-element_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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-76bbc26 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"76bbc26\" data-element_type=\"section\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-row\"><div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1815f47\" data-id=\"1815f47\" data-element_type=\"column\"><div class=\"elementor-column-wrap elementor-element-populated\"><div class=\"elementor-widget-wrap\"><div class=\"elementor-element elementor-element-314c48d elementor-widget elementor-widget-text-editor\" data-id=\"314c48d\" data-element_type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-text-editor elementor-clearfix\"><p>Depuis plus de trente ans, le CEA est un acteur majeur de la recherche fondamentale et appliqu\u00e9e dans le domaine du calcul quantique. Ces recherches se concentrent notamment sur deux pistes de qubits : les pistes supraconductrices et silicium. L\u2019une des forces du CEA est sa capacit\u00e9 \u00e0 \u00eatre pr\u00e9sent sur\u00a0<strong>l\u2019ensemble de la cha\u00eene de valeur du calcul quantique<\/strong>.<\/p><p>En parall\u00e8le des d\u00e9veloppements technologiques, il est essentiel\u00a0<strong>d\u2019aligner la science et les technologies avec les usages et la soci\u00e9t\u00e9, au b\u00e9n\u00e9fice du citoyen.<\/strong>\u00a0Nous ne pouvons plus d\u00e9velopper des technologies sans nous poser les questions des cons\u00e9quences et impacts \u00e0 venir sur la soci\u00e9t\u00e9. C\u2019est pour cela qu\u2019il faut pouvoir se projeter \u00e0 long terme et \u00e9tudier dors-et-d\u00e9j\u00e0 les cons\u00e9quences potentielles du calcul quantique sur un certain nombre de fili\u00e8res, aussi bien en termes de march\u00e9s que des jeux d\u2019acteurs.<\/p><p><span style=\"font-size: 1rem;\">D\u00e9couvrez dans le rapport public, les 4 sc\u00e9narios prospectifs sur les possibles impacts du calcul quantique \u00e0 l\u2019horizon 2042.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42bdbd0 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"42bdbd0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/rapport-public_quantum2042_numerique_avril2024.pdf\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-xs\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00e9l\u00e9charger<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cbecd80 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cbecd80\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-faa7559\" data-id=\"faa7559\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ETUDES PROSPECTIVES LE CYCLE DE VIE DE LA DONN\u00c9E \u00c0 L\u2019HEURE DES R\u00c9SEAUX INTELLIGENTS Depuis plus de 20 ans, le CEA et l\u2019\u00e9quipe du Y.SPOT f\u00e9d\u00e8rent divers industriels pour collaborer sur des th\u00e9matiques technologiques et soci\u00e9tales.&nbsp;En d\u00e9cembre 2025, le CEA a pr\u00e9sent\u00e9 une \u00e9tude prospective multipartenaire intitul\u00e9e \u201cData 2040\u2033, visant \u00e0&nbsp;comprendre et anticiper le cycle [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2063","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ETUDES PROSPECTIVES - Ideas Laboratory<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ETUDES PROSPECTIVES - Ideas Laboratory\" \/>\n<meta property=\"og:description\" content=\"ETUDES PROSPECTIVES LE CYCLE DE VIE DE LA DONN\u00c9E \u00c0 L\u2019HEURE DES R\u00c9SEAUX INTELLIGENTS Depuis plus de 20 ans, le CEA et l\u2019\u00e9quipe du Y.SPOT f\u00e9d\u00e8rent divers industriels pour collaborer sur des th\u00e9matiques technologiques et soci\u00e9tales.&nbsp;En d\u00e9cembre 2025, le CEA a pr\u00e9sent\u00e9 une \u00e9tude prospective multipartenaire intitul\u00e9e \u201cData 2040\u2033, visant \u00e0&nbsp;comprendre et anticiper le cycle [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063\" \/>\n<meta property=\"og:site_name\" content=\"Ideas Laboratory\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ideaslaboratorygrenoble\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-24T10:03:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/logo_data2040-300x174-1.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\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:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063\",\"url\":\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063\",\"name\":\"ETUDES PROSPECTIVES - Ideas Laboratory\",\"isPartOf\":{\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#website\"},\"datePublished\":\"2023-05-22T13:25:07+00:00\",\"dateModified\":\"2026-03-24T10:03:39+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/ideaslaboratory.y-spot.fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ETUDES PROSPECTIVES\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#website\",\"url\":\"https:\/\/ideaslaboratory.y-spot.fr\/\",\"name\":\"Ideas Laboratory\",\"description\":\"Exp\u00e9rimentons notre futur\",\"publisher\":{\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/ideaslaboratory.y-spot.fr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#organization\",\"name\":\"Ideas Laboratory\",\"url\":\"https:\/\/ideaslaboratory.y-spot.fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2022\/07\/Copie-de-logo-ideas-lab.png\",\"contentUrl\":\"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2022\/07\/Copie-de-logo-ideas-lab.png\",\"width\":1610,\"height\":996,\"caption\":\"Ideas Laboratory\"},\"image\":{\"@id\":\"https:\/\/ideaslaboratory.y-spot.fr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/ideaslaboratory\/\",\"https:\/\/www.facebook.com\/ideaslaboratorygrenoble\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ETUDES PROSPECTIVES - Ideas Laboratory","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:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063","og_locale":"fr_FR","og_type":"article","og_title":"ETUDES PROSPECTIVES - Ideas Laboratory","og_description":"ETUDES PROSPECTIVES LE CYCLE DE VIE DE LA DONN\u00c9E \u00c0 L\u2019HEURE DES R\u00c9SEAUX INTELLIGENTS Depuis plus de 20 ans, le CEA et l\u2019\u00e9quipe du Y.SPOT f\u00e9d\u00e8rent divers industriels pour collaborer sur des th\u00e9matiques technologiques et soci\u00e9tales.&nbsp;En d\u00e9cembre 2025, le CEA a pr\u00e9sent\u00e9 une \u00e9tude prospective multipartenaire intitul\u00e9e \u201cData 2040\u2033, visant \u00e0&nbsp;comprendre et anticiper le cycle [&hellip;]","og_url":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063","og_site_name":"Ideas Laboratory","article_publisher":"https:\/\/www.facebook.com\/ideaslaboratorygrenoble\/","article_modified_time":"2026-03-24T10:03:39+00:00","og_image":[{"url":"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2026\/03\/logo_data2040-300x174-1.png"}],"twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063","url":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063","name":"ETUDES PROSPECTIVES - Ideas Laboratory","isPartOf":{"@id":"https:\/\/ideaslaboratory.y-spot.fr\/#website"},"datePublished":"2023-05-22T13:25:07+00:00","dateModified":"2026-03-24T10:03:39+00:00","breadcrumb":{"@id":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/ideaslaboratory.y-spot.fr\/?page_id=2063#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/ideaslaboratory.y-spot.fr\/"},{"@type":"ListItem","position":2,"name":"ETUDES PROSPECTIVES"}]},{"@type":"WebSite","@id":"https:\/\/ideaslaboratory.y-spot.fr\/#website","url":"https:\/\/ideaslaboratory.y-spot.fr\/","name":"Ideas Laboratory","description":"Exp\u00e9rimentons notre futur","publisher":{"@id":"https:\/\/ideaslaboratory.y-spot.fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ideaslaboratory.y-spot.fr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/ideaslaboratory.y-spot.fr\/#organization","name":"Ideas Laboratory","url":"https:\/\/ideaslaboratory.y-spot.fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/ideaslaboratory.y-spot.fr\/#\/schema\/logo\/image\/","url":"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2022\/07\/Copie-de-logo-ideas-lab.png","contentUrl":"https:\/\/ideaslaboratory.y-spot.fr\/wp-content\/uploads\/2022\/07\/Copie-de-logo-ideas-lab.png","width":1610,"height":996,"caption":"Ideas Laboratory"},"image":{"@id":"https:\/\/ideaslaboratory.y-spot.fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/ideaslaboratory\/","https:\/\/www.facebook.com\/ideaslaboratorygrenoble\/"]}]}},"_links":{"self":[{"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/pages\/2063","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2063"}],"version-history":[{"count":80,"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/pages\/2063\/revisions"}],"predecessor-version":[{"id":2574,"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=\/wp\/v2\/pages\/2063\/revisions\/2574"}],"wp:attachment":[{"href":"https:\/\/ideaslaboratory.y-spot.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2063"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}