{"id":4028,"date":"2025-07-14T05:15:27","date_gmt":"2025-07-13T21:15:27","guid":{"rendered":"https:\/\/beyondinfosys.com\/?p=4028"},"modified":"2026-03-20T07:56:23","modified_gmt":"2026-03-19T23:56:23","slug":"ordinateurs-portables-dell-et-intel-pour-lere-de-linformatique-mobile","status":"publish","type":"post","link":"https:\/\/beyondinfosys.com\/fr\/ai-pcs-dell-and-intel-laptops-for-the-ai-era\/","title":{"rendered":"Applications Edge AI : Int\u00e9grer les PC d'IA aux syst\u00e8mes de vision pour la productivit\u00e9 industrielle"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4028\" class=\"elementor elementor-4028\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b2f002e e-flex e-con-boxed e-con e-parent\" data-id=\"2b2f002e\" 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-71e5400 elementor-widget elementor-widget-text-editor\" data-id=\"71e5400\" 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\n<h2 id=\"h-introduction\" class=\"wp-block-heading\"><strong>Introduction<\/strong><\/h2>\n\n<p>La fusion de l'informatique de l'IA et de la technologie de vision industrielle red\u00e9finit l'automatisation industrielle. <strong>PC IA<\/strong>-Les appareils de pointe \u00e9quip\u00e9s d'acc\u00e9l\u00e9rateurs d'intelligence artificielle et de processeurs robustes sont la pierre angulaire de la prochaine g\u00e9n\u00e9ration de syst\u00e8mes d'information et de communication. <strong>syst\u00e8mes de vision industrielle<\/strong>. En int\u00e9grant des capacit\u00e9s d'IA directement \u00e0 la source, les fabricants r\u00e9alisent des inspections plus rapides et plus pr\u00e9cises, des analyses en temps r\u00e9el et des prises de d\u00e9cision plus intelligentes, alimentant ainsi la transformation vers... <strong>Industrie 4.0<\/strong>.<\/p>\n\n<p>Cet article explore les r\u00f4les pratiques des <strong>PC IA<\/strong> en permettant <strong>syst\u00e8mes de vision artificielle de pointe<\/strong>Il s'agit d'un projet de recherche et de d\u00e9veloppement, qui compare les architectures, analyse les cas d'utilisation et offre des conseils sur le choix de la bonne solution pour les environnements industriels.<\/p>\n\n<h2 id=\"h-what-is-an-ai-pc-a-foundation-for-industrial-ai-solutions\" class=\"wp-block-heading\"><strong>Qu'est-ce qu'un PC IA ? Une base pour les solutions d'IA industrielle<\/strong><\/h2>\n\n<h3 id=\"h-how-does-ai-pc-performance-drive-industrial-applications\" class=\"wp-block-heading\"><strong>Comment les performances des PC d'IA alimentent-elles les applications industrielles ?<\/strong><\/h3>\n\n<p><strong>PC IA<\/strong> Il s'agit d'ordinateurs con\u00e7us pour traiter localement les charges de travail li\u00e9es \u00e0 l'IA et dot\u00e9s d'un syst\u00e8me d'information d\u00e9di\u00e9. <strong>NPUs (Neural Processing Units)<\/strong>, <strong>GPU (unit\u00e9s de traitement graphique)<\/strong>et optimis\u00e9 <strong>Processeurs Intel\u00ae ou AMD<\/strong>. Contrairement aux PC traditionnels, ces machines int\u00e8grent <strong>le mat\u00e9riel et les logiciels<\/strong> con\u00e7u pour traiter efficacement les mod\u00e8les d'IA et soutenir des applications allant de la <strong>d\u00e9tection des d\u00e9fauts<\/strong> \u00e0 <strong>maintenance pr\u00e9dictive<\/strong>.<\/p>\n\n<p>Composants cl\u00e9s des PC d'IA :<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>UNIT\u00c9 CENTRALE<\/strong>: Intel\u00ae Core\u2122 i7, i9 ou processeurs Xeon pour une informatique g\u00e9n\u00e9rale rapide.<\/li>\n\n<li><strong>GPU<\/strong>: GPU Nvidia RTX \/ s\u00e9rie A pour l'inf\u00e9rence IA haute performance.<\/li>\n\n<li><strong>NPU<\/strong>: Acc\u00e9l\u00e9rateurs int\u00e9gr\u00e9s (Intel Core Ultra, AMD Ryzen AI) pour les t\u00e2ches l\u00e9g\u00e8res.<\/li>\n<\/ul>\n\n<p>Ces <strong>Les PC IA propuls\u00e9s par Intel\u00ae et Nvidia\u00ae sont disponibles dans les mod\u00e8les Dell et HP.<\/strong> offrent les performances informatiques n\u00e9cessaires aux syst\u00e8mes de vision, en s'appuyant sur des cadres tels que <strong>TensorRT, OpenVINO, ONNX Runtime<\/strong>.<\/p>\n\n<p>Avantages :<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Inf\u00e9rence en temps r\u00e9el \u00e0 la p\u00e9riph\u00e9rie<\/li>\n\n<li>Temps de latence r\u00e9duit par rapport \u00e0 l'IA en nuage<\/li>\n\n<li>Am\u00e9lior\u00e9e <strong>la productivit\u00e9<\/strong> et <strong>l'automatisation<\/strong> r\u00e9sultats<\/li>\n\n<li>Compatible avec <strong>Windows 11<\/strong>, <strong>Linux<\/strong>et des cha\u00eenes d'outils sp\u00e9cialis\u00e9es dans l'IA<\/li>\n<\/ul>\n\n<h2 id=\"h-why-edge-ai-matters-for-modern-industrial-vision-systems\" class=\"wp-block-heading\"><strong>L'importance de l'IA pour les syst\u00e8mes de vision industrielle modernes<\/strong><\/h2>\n\n<h3 id=\"h-how-does-local-ai-enhance-real-time-performance-and-reliability\" class=\"wp-block-heading\"><strong>Comment l'IA locale am\u00e9liore-t-elle les performances et la fiabilit\u00e9 en temps r\u00e9el ?<\/strong><\/h3>\n\n<p><strong>PC Edge AI \u00e9quip\u00e9s de NVIDIA GeForce.<\/strong> traiter les donn\u00e9es directement sur la machine, ce qui permet des r\u00e9ponses imm\u00e9diates sans d\u00e9pendre d'une infrastructure en nuage. C'est essentiel pour faire fonctionner efficacement les applications d'IA. <strong>Syst\u00e8mes d'inspection par IA<\/strong> o\u00f9 les millisecondes comptent.<\/p>\n\n<p>Avantages de l'intelligence artificielle dans les syst\u00e8mes de vision :<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>R\u00e9duction du temps de latence<\/strong>: Le traitement imm\u00e9diat \u00e9vite les allers-retours dans les nuages.<\/li>\n\n<li><strong>S\u00e9curit\u00e9 des donn\u00e9es<\/strong>: Les images sensibles restent sur place.<\/li>\n\n<li><strong>Fiabilit\u00e9<\/strong>: L'IA locale reste op\u00e9rationnelle m\u00eame en cas de panne du r\u00e9seau.<\/li>\n\n<li><strong>Efficacit\u00e9<\/strong>: D\u00e9charge les serveurs centraux, optimisant ainsi la bande passante.<\/li>\n\n<li>Applications courantes :<\/li>\n\n<li><strong>Syst\u00e8mes d'inspection AI<\/strong> en \u00e9lectronique pour la d\u00e9tection des microfissures<\/li>\n\n<li><strong>Vision industrielle IPC<\/strong> pour le guidage robotique<\/li>\n\n<li><strong>Syst\u00e8me de vision artificielle<\/strong> pour la v\u00e9rification de l'assemblage dans la construction automobile<\/li>\n<\/ul>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th><strong>Niveau d'int\u00e9gration de l'IA<\/strong><\/th>\n<th><strong>B\u00e9n\u00e9fice<\/strong><\/th>\n<th><strong>Cas d'utilisation<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>IA locale (Edge AI PC)<\/td>\n<td>L'inspection et l'analyse en temps r\u00e9el sont renforc\u00e9es par des fonctions d'intelligence artificielle.<\/td>\n<td>D\u00e9tection des d\u00e9fauts de surface<\/td>\n<\/tr>\n<tr>\n<td>Hybride (Edge + Cloud)<\/td>\n<td>Les mises \u00e0 jour de mod\u00e8les et les tendances en mati\u00e8re de big data sont cruciales pour les fonctions d'IA.<\/td>\n<td>Maintenance pr\u00e9dictive<\/td>\n<\/tr>\n<tr>\n<td>En nuage<\/td>\n<td>Analyse centralis\u00e9e (plus lente)<\/td>\n<td>Examen des performances \u00e0 long terme<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h2 id=\"h-integrating-ai-pcs-with-machine-vision-systems-practical-approaches\" class=\"wp-block-heading\"><strong>Int\u00e9grer les PC d'IA aux syst\u00e8mes de vision industrielle : Approches pratiques<\/strong><\/h2>\n\n<h3 id=\"h-how-to-select-the-right-ai-pc-for-vision-system-deployment\" class=\"wp-block-heading\"><strong>Comment choisir le bon PC IA pour le d\u00e9ploiement d'un syst\u00e8me de vision ?<\/strong><\/h3>\n\n<p>Choisir le bon <strong>AI PC<\/strong> d\u00e9pend de la complexit\u00e9 de la charge de travail, des facteurs environnementaux et des besoins d'int\u00e9gration. Vous trouverez ci-dessous une comparaison pratique pour un d\u00e9ploiement industriel.<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th><strong>AI PC Spec<\/strong><\/th>\n<th><strong>CPU \/ GPU<\/strong><\/th>\n<th><strong>Convient pour<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Niveau d'entr\u00e9e<\/td>\n<td>Intel\u00ae Core\u2122 i5 \/ NPU<\/td>\n<td>Inspection de base de l'IA \/ IHM<\/td>\n<\/tr>\n<tr>\n<td>Milieu de gamme<\/td>\n<td>Intel\u00ae Core\u2122 i7 + Nvidia RTX<\/td>\n<td>Vision IA en temps r\u00e9el \/ Edge AI<\/td>\n<\/tr>\n<tr>\n<td>Haut de gamme<\/td>\n<td>Xeon \/ RTX A5000<\/td>\n<td>Inf\u00e9rence complexe de l'IA \/ Vision 3D<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<p><strong>Conseils de s\u00e9lection :<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Pour les t\u00e2ches l\u00e9g\u00e8res, un ordinateur portable ou une station de travail peuvent \u00eatre efficaces. <strong>Intel NPU + modeste GPU<\/strong> suffit.<\/li>\n\n<li>Pour une inspection de haute pr\u00e9cision, donner la priorit\u00e9 \u00e0 <strong>Nvidia RTX<\/strong> et <strong>M\u00e9moire DDR5<\/strong>.<\/li>\n\n<li>Pour assurer l'\u00e9volutivit\u00e9, il faut pr\u00e9voir des E\/S modulaires : <strong>USB 3.2, Ethernet, COM, M12<\/strong>.<\/li>\n<\/ul>\n\n<p>\ud83d\udd17 Explorer les apps d'IA disponibles pour diverses applications. <a class=\"\" href=\"https:\/\/beyondinfosys.com\/fr\/product\/rml-l67-nv\/\"><strong>RML-L67-NV Industrial AI PC<\/strong><\/a> pour une int\u00e9gration \u00e9volutive de l'IA.<\/p>\n\n<h2 id=\"h-from-factory-to-field-ai-pcs-in-real-world-industrial-scenarios\" class=\"wp-block-heading\"><strong>De l'usine au terrain : Les PC IA dans des sc\u00e9narios industriels r\u00e9els<\/strong><\/h2>\n\n<h3 id=\"h-why-ai-pcs-are-transforming-industrial-inspection-and-automation\" class=\"wp-block-heading\"><strong>Pourquoi les PC IA transforment-ils l'inspection et l'automatisation industrielles ?<\/strong><\/h3>\n\n<p>L'int\u00e9gration de <strong>PC d'IA avec syst\u00e8mes de vision<\/strong> permet des avanc\u00e9es en mati\u00e8re d'automatisation dans des secteurs tels que l'automobile et la fabrication gr\u00e2ce \u00e0 des outils d'IA.<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Semi-conducteurs<\/strong>: Identification de d\u00e9fauts \u00e0 l'\u00e9chelle du micron gr\u00e2ce \u00e0 l'imagerie am\u00e9lior\u00e9e par l'IA sur une station de travail.<\/li>\n\n<li><strong>L'industrie automobile b\u00e9n\u00e9ficie d'outils et de solutions d'IA.<\/strong>: V\u00e9rification de l'exactitude de l'assemblage en temps r\u00e9el.<\/li>\n\n<li><strong>Pharmaceutique<\/strong>: D\u00e9tection des incoh\u00e9rences d'emballage.<\/li>\n\n<li><strong>Logistique<\/strong>: V\u00e9rification des codes-barres et des \u00e9tiquettes \u00e0 grande vitesse.<\/li>\n<\/ul>\n\n<p>AI PC-Driven Benefits :<\/p>\n\n<ul class=\"wp-block-list\">\n<li>R\u00e9duit la d\u00e9pendance \u00e0 l'\u00e9gard des inspecteurs humains gr\u00e2ce \u00e0 des fonctions d'intelligence artificielle.<\/li>\n\n<li>Am\u00e9liore <strong>pr\u00e9cision<\/strong> gr\u00e2ce \u00e0 l'inf\u00e9rence de l'IA<\/li>\n\n<li>S'int\u00e8gre facilement avec <strong>SCADA \/ MES avec de nouvelles capacit\u00e9s d'intelligence artificielle.<\/strong> des plateformes qui prennent en charge les applications et les flux de travail li\u00e9s \u00e0 l'IA.<\/li>\n\n<li>La s\u00e9curit\u00e9 des op\u00e9rations est assur\u00e9e pour l'avenir <strong>Industrie 4.0<\/strong><\/li>\n<\/ul>\n\n<p>\ud83d\udd17 En savoir plus <a class=\"\" href=\"https:\/\/beyondinfosys.com\/fr\/solutions-ai\/\"><strong>Solutions d'IA<\/strong><\/a> con\u00e7u pour l'inspection et l'automatisation dans l'industrie.<\/p>\n\n<h2 id=\"h-considerations-for-deploying-ai-pcs-with-vision-systems\" class=\"wp-block-heading\"><strong>Consid\u00e9rations relatives au d\u00e9ploiement de PC d'IA avec des syst\u00e8mes de vision<\/strong><\/h2>\n\n<h3 id=\"h-how-to-ensure-scalability-stability-and-efficiency-in-ai-integration\" class=\"wp-block-heading\"><strong>Comment garantir l'\u00e9volutivit\u00e9, la stabilit\u00e9 et l'efficacit\u00e9 de l'int\u00e9gration de l'IA ?<\/strong><\/h3>\n\n<p>Le d\u00e9ploiement de PC d'IA n\u00e9cessite de prendre en compte le mat\u00e9riel, les logiciels et la strat\u00e9gie d'int\u00e9gration.<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th><strong>Avant AI PC<\/strong><\/th>\n<th><strong>L'int\u00e9gration d'un PC IA \u00e0 un syst\u00e8me de vision am\u00e9liore consid\u00e9rablement le flux de travail.<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Co\u00fbt \u00e9lev\u00e9 de l'inspection manuelle<\/td>\n<td>Efficacit\u00e9 automatis\u00e9e et pilot\u00e9e par l'IA<\/td>\n<\/tr>\n<tr>\n<td>La pr\u00e9cision limit\u00e9e (erreur humaine) peut \u00eatre att\u00e9nu\u00e9e par des fonctions d'intelligence artificielle.<\/td>\n<td>Pr\u00e9cision et coh\u00e9rence accrues gr\u00e2ce aux outils et fonctions d'IA.<\/td>\n<\/tr>\n<tr>\n<td>D\u00e9tection lente des d\u00e9fauts<\/td>\n<td>Analyse en temps r\u00e9el<\/td>\n<\/tr>\n<tr>\n<td>\u00c9volutivit\u00e9 difficile dans les applications de jeux.<\/td>\n<td>Solutions modulaires pour PC IA<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<p>Meilleures pratiques de d\u00e9ploiement :<\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u00c9valuer <strong>temp\u00e9rature de fonctionnement optimis\u00e9e pour les ordinateurs portables AI.<\/strong>Tol\u00e9rance aux vibrations pour les environnements difficiles.<\/li>\n\n<li>Assurer la compatibilit\u00e9 avec <strong>les syst\u00e8mes de contr\u00f4le existants<\/strong> (Allen-Bradley, Siemens).<\/li>\n\n<li>Fixer des priorit\u00e9s <strong>l'extensibilit\u00e9<\/strong>: PCIe pour les GPU, M.2 pour les acc\u00e9l\u00e9rateurs d'intelligence artificielle.<\/li>\n\n<li>Valider <strong>Cadres logiciels pour l'IA<\/strong> compatibilit\u00e9.<\/li>\n<\/ul>\n\n<p><strong>D\u00e9fis et solutions en mati\u00e8re d'int\u00e9gration :<\/strong><\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th><strong>D\u00e9fi<\/strong><\/th>\n<th><strong>Solution<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Forte demande de calcul<\/td>\n<td>AI PC avec <strong>GPU Nvidia RTX<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Les syst\u00e8mes existants ont souvent du mal \u00e0 s'adapter aux fonctionnalit\u00e9s modernes de l'IA.<\/td>\n<td>Installations hybrides avec <strong>Ponts COM \/ Ethernet<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Les environnements difficiles exigent des ordinateurs portables robustes dot\u00e9s d'une grande autonomie.<\/td>\n<td><strong>Sans ventilateur, conforme \u00e0 la norme IP65<\/strong> enceintes<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<h2 id=\"h-conclusion-ai-pcs-paving-the-way-for-smart-factories\" class=\"wp-block-heading\"><strong>Conclusion : Les PC d'IA ouvrent la voie aux usines intelligentes<\/strong><\/h2>\n\n<p><strong>PC IA<\/strong> sont essentiels pour faire progresser les <strong>syst\u00e8mes de vision industrielle<\/strong> dans tous les secteurs d'activit\u00e9, en donnant aux usines les moyens d'atteindre leurs objectifs :<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Une plus grande efficacit\u00e9<\/strong><\/li>\n\n<li><strong>Une plus grande pr\u00e9cision<\/strong><\/li>\n\n<li><strong>R\u00e9duction des co\u00fbts<\/strong><\/li>\n\n<li><strong>D\u00e9ploiements \u00e9volutifs de l'IA<\/strong><\/li>\n<\/ul>\n\n<p>Leur capacit\u00e9 \u00e0 fournir <strong>performance de l'IA de pointe<\/strong>Les technologies de l'information et de la communication (TIC), qui s'int\u00e8grent \u00e0 divers protocoles industriels et prennent en charge des charges de travail complexes en mati\u00e8re d'intelligence artificielle, font de ces technologies un \u00e9l\u00e9ment essentiel de l'exp\u00e9rience de jeu sur ordinateur. <strong>L'avenir industriel pilot\u00e9 par l'IA<\/strong>.<\/p>\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th><strong>Besoin industriel<\/strong><\/th>\n<th><strong>AI PC Advantage<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Inspection rapide<\/td>\n<td>Inf\u00e9rence IA en temps r\u00e9el<\/td>\n<\/tr>\n<tr>\n<td>Pr\u00e9cision constante<\/td>\n<td>L'int\u00e9gration du syst\u00e8me de vision et de l'IA am\u00e9liore le flux de travail dans les environnements industriels.<\/td>\n<\/tr>\n<tr>\n<td>\u00c9volutivit\u00e9 op\u00e9rationnelle<\/td>\n<td>Mat\u00e9riel modulaire, pr\u00eat \u00e0 l'emploi<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n\n<p>\ud83d\udd17 En savoir plus sur\u00a0<a class=\"\" href=\"https:\/\/beyondinfosys.com\/fr\/a-propos-de\/\"><strong>Au-del\u00e0 du syst\u00e8me d'information (BIS), la fonction de copilotage am\u00e9liore l'exp\u00e9rience de l'utilisateur gr\u00e2ce \u00e0 des outils d'intelligence artificielle.<\/strong><\/a> et notre expertise en mati\u00e8re de <strong>L'informatique industrielle aliment\u00e9e par l'IA utilise HP EliteBook pour des performances optimales.<\/strong>.<\/p>\n\n<p>\u00a0<\/p>\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<\/div>","protected":false},"excerpt":{"rendered":"<p>Introduction The fusion of AI computing and machine vision technology is redefining industrial automation. AI PCs\u2014edge devices equipped with AI accelerators and robust processors\u2014are the cornerstone of next-generation machine vision systems. By integrating AI capabilities directly at the source, manufacturers achieve faster, more accurate inspections, real-time analytics, and smarter decision-making, fueling the transformation toward Industry [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":4033,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[35],"tags":[],"class_list":["post-4028","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technique"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI PCs: Dell and Intel Laptops for the AI Era<\/title>\n<meta name=\"description\" content=\"Explore AI PCs and the future of laptop computing. 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