{"id":23411,"date":"2023-11-27T16:44:19","date_gmt":"2023-11-27T15:44:19","guid":{"rendered":"https:\/\/golem.ai\/?page_id=23411"},"modified":"2026-01-08T14:28:45","modified_gmt":"2026-01-08T13:28:45","slug":"guide-ia-analytique-ia-generative","status":"publish","type":"page","link":"https:\/\/miralia.ai\/fr\/guide-ia-analytique-ia-generative","title":{"rendered":"Guide sur l&rsquo;IA analytique et l&rsquo;IA g\u00e9n\u00e9rative"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"23411\" class=\"elementor elementor-23411\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53ea061a e-flex e-con-boxed e-con e-parent\" data-id=\"53ea061a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f022c74 elementor-widget-tablet__width-inherit elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"3f022c74\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Guide sur l\u2019IA analytique et l\u2019IA g\u00e9n\u00e9rative<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73f723c8 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"73f723c8\" 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<p>L\u2019intelligence artificielle, dans sa diversit\u00e9, offre des solutions vari\u00e9es mais <strong>aucune n\u2019est universelle<\/strong>. <br \/>Reconna\u00eetre la <strong>sp\u00e9cialisation<\/strong> et la <strong>synergie<\/strong> entre les diff\u00e9rents types d&rsquo;IA est <strong>cl\u00e9 pour optimiser leur utilisation<\/strong>.<\/p>\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<div class=\"elementor-element elementor-element-50ac4e54 e-flex e-con-boxed e-con e-parent\" data-id=\"50ac4e54\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bdf31b5 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"1bdf31b5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les IA g\u00e9n\u00e9ratives<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29e521e8 elementor-widget elementor-widget-text-editor\" data-id=\"29e521e8\" 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<p>Faites pour <strong>cr\u00e9er<\/strong>, <strong>improviser<\/strong>, <strong>it\u00e9rer<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4726d3a1 e-con-full e-flex e-con e-child\" data-id=\"4726d3a1\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-10fc975d e-con-full e-flex e-con e-child\" data-id=\"10fc975d\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-30a667ea e-con-full e-flex e-con e-child\" data-id=\"30a667ea\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70c3c9dc elementor-widget elementor-widget-heading\" data-id=\"70c3c9dc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Que font-elles ?<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70591a73 elementor-widget elementor-widget-text-editor\" data-id=\"70591a73\" 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<p>Les IA g\u00e9n\u00e9ratives g\u00e9n\u00e8rent de la donn\u00e9e <strong>non structur\u00e9e<\/strong> \u00e0 partir d\u2019un grand volume de donn\u00e9es elles aussi <strong>non structur\u00e9es<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7502fd18 e-con-full e-flex e-con e-child\" data-id=\"7502fd18\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f1e9e42 elementor-widget elementor-widget-heading\" data-id=\"4f1e9e42\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Applications pratiques<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38200a48 elementor-widget elementor-widget-text-editor\" data-id=\"38200a48\" 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<p>G\u00e9n\u00e8re du texte (fiches produits, articles), des nouvelles images, animations, production de son etc.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bf0eeef elementor-widget elementor-widget-image\" data-id=\"6bf0eeef\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"251\" src=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24120903\/application-pratique-generative-fr.png\" class=\"attachment-large size-large wp-image-35701\" alt=\"Application pratique IA g\u00e9n\u00e9rative\" srcset=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24120903\/application-pratique-generative-fr-300x94.png 300w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24120903\/application-pratique-generative-fr-768x241.png 768w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24120903\/application-pratique-generative-fr-18x6.png 18w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24120903\/application-pratique-generative-fr.png 1006w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4bfd130f e-con-full e-flex e-con e-child\" data-id=\"4bfd130f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6773fb3d e-con-full e-flex e-con e-child\" data-id=\"6773fb3d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-36e2dd45 e-con-full e-flex e-con e-child\" data-id=\"36e2dd45\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5eb47ed9 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5eb47ed9\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-up\"><\/i>\t\t\t<\/div>\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-805ee92 elementor-widget elementor-widget-heading\" data-id=\"805ee92\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Avantages<\/div>\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-31347038 elementor-widget elementor-widget-text-editor\" data-id=\"31347038\" 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<ul role=\"list\"><li>Pas besoin de pr\u00e9configurer une IA g\u00e9n\u00e9rative pour qu\u2019elle puisse g\u00e9n\u00e9rer du contenu non sp\u00e9cifique<\/li><li>Diversit\u00e9 des applications et grande polyvalence<\/li><li>Ludique et facile \u00e0 prendre en main<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf077e e-con-full e-flex e-con e-child\" data-id=\"cf077e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2e125370 e-con-full e-flex e-con e-child\" data-id=\"2e125370\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af446de elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"af446de\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-down\"><\/i>\t\t\t<\/div>\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-16758f35 elementor-widget elementor-widget-heading\" data-id=\"16758f35\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Inconv\u00e9nients<\/div>\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-639ecf65 elementor-widget elementor-widget-text-editor\" data-id=\"639ecf65\" 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<ul role=\"list\"><li>Risques d\u2019hallucinations importants qui emp\u00eachent une int\u00e9gration dans les secteurs \u00e0 risques<\/li><li>Probl\u00e8me de confidentialit\u00e9 des donn\u00e9es n\u00e9cessaires \u00e0 l\u2019entra\u00eenement des mod\u00e8les<\/li><li>Besoin de r\u00e9entra\u00eener un mod\u00e8le pour l\u2019adapter \u00e0 un contexte m\u00e9tier pr\u00e9cis et entra\u00eene donc un important co\u00fbt en ressources<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1d706e80 e-flex e-con-boxed e-con e-parent\" data-id=\"1d706e80\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-718ab352 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"718ab352\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les IA analytiques<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3d18a5 elementor-widget elementor-widget-text-editor\" data-id=\"5a3d18a5\" 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<p>Faites pour <strong>g\u00e9rer un flux<\/strong>, un <strong>process adapt\u00e9 \u00e0 une organisation<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7913426 e-con-full e-flex e-con e-child\" data-id=\"7913426\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-56ee61a2 e-con-full e-flex e-con e-child\" data-id=\"56ee61a2\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6f319c90 e-con-full e-flex e-con e-child\" data-id=\"6f319c90\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2be32b6 elementor-widget elementor-widget-heading\" data-id=\"2be32b6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Que font-elles ?<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44dbfa4d elementor-widget elementor-widget-text-editor\" data-id=\"44dbfa4d\" 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<p>Les IA analytiques g\u00e9n\u00e8rent de la donn\u00e9e <strong>structur\u00e9e<\/strong> \u00e0 partir d\u2019un grand volume de donn\u00e9es structur\u00e9es et non structur\u00e9es.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7eb3cc30 e-con-full e-flex e-con e-child\" data-id=\"7eb3cc30\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74222963 elementor-widget elementor-widget-heading\" data-id=\"74222963\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Applications pratiques<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-277f8b9e elementor-widget elementor-widget-text-editor\" data-id=\"277f8b9e\" 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<p>Cat\u00e9gorisation, pr\u00e9dictions, r\u00e9seaux s\u00e9mantiques \/ NLU, extraction et structuration d\u2019informations<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-743ee69f elementor-widget elementor-widget-image\" data-id=\"743ee69f\" 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<img decoding=\"async\" width=\"1024\" height=\"326\" src=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr-1024x326.png\" class=\"attachment-large size-large wp-image-35708\" alt=\"Application pratique IA analytique\" srcset=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr-300x96.png 300w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr-1024x326.png 1024w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr-768x245.png 768w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr-18x6.png 18w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/24144231\/application-pratique-analytique-fr.png 1051w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2228d136 e-con-full e-flex e-con e-child\" data-id=\"2228d136\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5657c229 e-con-full e-flex e-con e-child\" data-id=\"5657c229\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-182332ac e-con-full e-flex e-con e-child\" data-id=\"182332ac\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3733883f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3733883f\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-up\"><\/i>\t\t\t<\/div>\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-3f30d4cf elementor-widget elementor-widget-heading\" data-id=\"3f30d4cf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Avantages<\/div>\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-20344eac elementor-widget elementor-widget-text-editor\" data-id=\"20344eac\" 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<ul role=\"list\"><li>Excellente capacit\u00e9 \u00e0 <strong>analyser<\/strong> et \u00e0 <strong>traiter<\/strong> de vastes volumes de donn\u00e9es, structur\u00e9es ou non structur\u00e9es<\/li><li><strong>Transforme les donn\u00e9es<\/strong> extraites au bon format pour les <strong>CRM<\/strong> et <strong>base de donn\u00e9es<\/strong><\/li><li>Efficace pour identifier des <strong>tendances<\/strong> cach\u00e9es et des anomalies dans de <strong>grandes quantit\u00e9s<\/strong> de donn\u00e9es<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b859b36 e-con-full e-flex e-con e-child\" data-id=\"2b859b36\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-78d5c954 e-con-full e-flex e-con e-child\" data-id=\"78d5c954\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4dbac28c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4dbac28c\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-down\"><\/i>\t\t\t<\/div>\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-19aad614 elementor-widget elementor-widget-heading\" data-id=\"19aad614\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Inconv\u00e9nients<\/div>\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-4ac29bd3 elementor-widget elementor-widget-text-editor\" data-id=\"4ac29bd3\" 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<ul role=\"list\"><li>Montre rapidement ses limites pour des t\u00e2ches qui impliquent de la <strong>cr\u00e9ativit\u00e9<\/strong><\/li><li><strong>Connaissance contextuelle<\/strong> plut\u00f4t que g\u00e9n\u00e9rale<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-143d1802 e-flex e-con-boxed e-con e-parent\" data-id=\"143d1802\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-678d5622 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"678d5622\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Derri\u00e8re ces IA, deux grandes approches : connexionniste et symbolique<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-211087d3 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"211087d3\" 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<p>L\u2019IA g\u00e9n\u00e9rative et l\u2019IA analytique sont forc\u00e9ment <strong>bas\u00e9es sur au moins l\u2019une des deux approches technologiques<\/strong> ci-dessous, chacune apportant des <strong>avantages<\/strong> et des <strong>inconv\u00e9nients<\/strong>.<\/p>\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<div class=\"elementor-element elementor-element-681205c5 e-flex e-con-boxed e-con e-parent\" data-id=\"681205c5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a827d9f elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"3a827d9f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u2019IA connexionniste<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29f4505f elementor-widget elementor-widget-text-editor\" data-id=\"29f4505f\" 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<p>Le mod\u00e8le le plus populaire pour les <strong>IA g\u00e9n\u00e9ratives<\/strong>, faire des <strong>pr\u00e9visions<\/strong> et du <strong>traitement d\u2019images<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5409774e e-con-full e-flex e-con e-child\" data-id=\"5409774e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-230676a0 e-con-full e-flex e-con e-child\" data-id=\"230676a0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6ad9da77 e-con-full e-flex e-con e-child\" data-id=\"6ad9da77\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-65dd0694 elementor-widget elementor-widget-heading\" data-id=\"65dd0694\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Que fait-elle ?<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-457c25c8 elementor-widget elementor-widget-text-editor\" data-id=\"457c25c8\" 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<p>L\u2019IA statistique analyse d\u2019\u00e9normes ensembles de donn\u00e9es pour d\u00e9celer des tendances et mod\u00e8les, en s\u2019appuyant sur des techniques <strong>math\u00e9matiques<\/strong> et <strong>probabilistes<\/strong>.<br \/><br \/>Son nom refl\u00e8te sa d\u00e9pendance aux <strong>statistiques<\/strong> et <strong>probabilit\u00e9s<\/strong> pour traiter l\u2019information.<br \/><br \/>Derri\u00e8re ce terme, se trouvent les technologies suivantes : Machine Learning, r\u00e9seaux de neurone, deep Learning&#8230;<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-291916c0 e-con-full e-flex e-con e-child\" data-id=\"291916c0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-19dc82d1 e-con-full e-flex e-con e-child\" data-id=\"19dc82d1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-16508762 e-con-full e-flex e-con e-child\" data-id=\"16508762\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bdcfe2c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"7bdcfe2c\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-up\"><\/i>\t\t\t<\/div>\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-5953f485 elementor-widget elementor-widget-heading\" data-id=\"5953f485\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Avantages<\/div>\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-109d09e elementor-widget elementor-widget-text-editor\" data-id=\"109d09e\" 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<ul role=\"list\"><li><strong>Flexible<\/strong> et <strong>adaptable<\/strong><\/li><li>Excellente pour faire des <strong>pr\u00e9dictions<\/strong> en se basant sur des <strong>mod\u00e8les statistiques<\/strong><\/li><li>Utilisable dans le monde de l\u2019<strong>image<\/strong> et du <strong>son<\/strong><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3fa50b48 e-con-full e-flex e-con e-child\" data-id=\"3fa50b48\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-772c28f e-con-full e-flex e-con e-child\" data-id=\"772c28f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b58623 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3b58623\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-down\"><\/i>\t\t\t<\/div>\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-3c286d1f elementor-widget elementor-widget-heading\" data-id=\"3c286d1f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Inconv\u00e9nients<\/div>\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-5f81e508 elementor-widget elementor-widget-text-editor\" data-id=\"5f81e508\" 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<ul role=\"list\"><li>Elle demande <strong>beaucoup de donn\u00e9es<\/strong> pour \u00eatre configur\u00e9e<\/li><li>Elle ne peut <strong>techniquement pas expliquer simplement ses d\u00e9cisions<\/strong> (effets boite noire)<\/li><li>Risques de <strong>biais<\/strong><\/li><li><strong>Difficult\u00e9<\/strong> \u00e0 interpr\u00e9ter les <strong>termes sp\u00e9cifiques\/m\u00e9tiers<\/strong><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-327f0549 e-flex e-con-boxed e-con e-parent\" data-id=\"327f0549\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4bcbafbc elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"4bcbafbc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u2019IA symbolique<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7cf7e02d elementor-widget elementor-widget-text-editor\" data-id=\"7cf7e02d\" 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<p>L\u2019approche symbolique est la plus <strong>robuste<\/strong> et <strong>pr\u00e9visible<\/strong> en ce qui concerne l\u2019<strong>IA analytique<\/strong> d\u2019analyse du langage<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-507b40a0 e-con-full e-flex e-con e-child\" data-id=\"507b40a0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2abc0c0 e-con-full e-flex e-con e-child\" data-id=\"2abc0c0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8181732 e-con-full e-flex e-con e-child\" data-id=\"8181732\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-385fd6d elementor-widget elementor-widget-heading\" data-id=\"385fd6d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Que fait-elle ?<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed69890 elementor-widget elementor-widget-text-editor\" data-id=\"ed69890\" 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<p>L\u2019IA symbolique repose sur l\u2019utilisation de <strong>symboles<\/strong> et de <strong>r\u00e8gles logiques<\/strong> pour mod\u00e9liser le raisonnement humain.<br \/><br \/>Ce nom d\u00e9coule de sa m\u00e9thode de repr\u00e9sentation et de traitement de l\u2019information \u00e0 travers des symboles. <br \/><br \/>Elle est particuli\u00e8rement utilis\u00e9e dans les syst\u00e8mes experts et le <strong>traitement du langage naturel<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a962432 e-con-full e-flex e-con e-child\" data-id=\"2a962432\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-363c72cb e-con-full e-flex e-con e-child\" data-id=\"363c72cb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5d47f6af e-con-full e-flex e-con e-child\" data-id=\"5d47f6af\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40ae7d25 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"40ae7d25\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-up\"><\/i>\t\t\t<\/div>\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-3da0d8fd elementor-widget elementor-widget-heading\" data-id=\"3da0d8fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Avantages<\/div>\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-1c3220b1 elementor-widget elementor-widget-text-editor\" data-id=\"1c3220b1\" 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<ul role=\"list\"><li>Interpr\u00e9tabilit\u00e9 : les r\u00e8gles et logiques sont <strong>explicites<\/strong>, rendant les processus de d\u00e9cision plus <strong>transparents<\/strong><\/li><li>Efficacit\u00e9 dans le <strong>traitement du langage<\/strong><\/li><li>Besoin de <strong>peu de donn\u00e9es<\/strong> pour fonctionner efficacement<\/li><li><strong>Stabilit\u00e9<\/strong> et <strong>fiabilit\u00e9<\/strong>\u00a0<\/li><li>Consomme <strong>peu de ressources \u00e9nerg\u00e9tiques<\/strong><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e7d89 e-con-full e-flex e-con e-child\" data-id=\"3e7d89\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-ace3d2d e-con-full e-flex e-con e-child\" data-id=\"ace3d2d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1403e795 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1403e795\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-thumbs-down\"><\/i>\t\t\t<\/div>\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-44c090cd elementor-widget elementor-widget-heading\" data-id=\"44c090cd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Inconv\u00e9nients<\/div>\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-22c1d528 elementor-widget elementor-widget-text-editor\" data-id=\"22c1d528\" 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<ul role=\"list\"><li>La conception du moteur de l\u2019IA <strong>peut \u00eatre tr\u00e8s complexe<\/strong><\/li><li>A besoin de <strong>connaissance explicite<\/strong> sur le contexte<\/li><li><strong>N\u2019est pas adapt\u00e9<\/strong> \u00e0 tous les cas d\u2019usages tels que le traitement d\u2019<strong>images<\/strong>, de <strong>son<\/strong> etc.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28808889 e-flex e-con-boxed e-con e-parent\" data-id=\"28808889\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-730598e5 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"730598e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Notre vision pour la compr\u00e9hension du langage : l\u2019approche analytique symbolique<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bd8bf42 elementor-widget elementor-widget-text-editor\" data-id=\"2bd8bf42\" 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<p>Notre technologie fusionne le meilleur de l\u2019analytique et du symbolique, offrant une solution <strong>puissante<\/strong>, <strong>pr\u00e9cise<\/strong> et <strong>transparente<\/strong> adapt\u00e9e \u00e0 vos <strong>besoins sp\u00e9cifiques<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f47a643 e-con-full e-flex e-con e-child\" data-id=\"5f47a643\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1629d12d e-con-full e-flex e-con e-child\" data-id=\"1629d12d\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3159203e e-con-full e-flex e-con e-child\" data-id=\"3159203e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-427bc3ff elementor-widget elementor-widget-text-editor\" data-id=\"427bc3ff\" 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<p>IA analytiques (Miralia)<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c3d5f92 e-con-full e-flex e-con e-child\" data-id=\"4c3d5f92\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14050fc5 elementor-widget elementor-widget-text-editor\" data-id=\"14050fc5\" 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<p>Un <span style=\"color: #fc3c13;\">investissement client r\u00e9duit<\/span> gr\u00e2ce une <span style=\"color: #fc3c13;\">configuration contextuelle<\/span> de la plateforme r\u00e9alis\u00e9e chez le client par les \u00e9quipes de Miralia (6 semaines max)<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-55b8209e e-con-full e-flex e-con e-child\" data-id=\"55b8209e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-258199d7 elementor-widget elementor-widget-text-editor\" data-id=\"258199d7\" 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<p>Bas\u00e9e sur des <span style=\"color: #fc3c13;\">interactions et arch\u00e9types<\/span>, principes fondamentaux de d\u00e9finition du sens dans la recherche en linguistique<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a96a6 e-con-full e-flex e-con e-child\" data-id=\"7a96a6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42f8aba7 elementor-widget elementor-widget-text-editor\" data-id=\"42f8aba7\" 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<p>Toutes les d\u00e9cisions d\u2019IA sont <span style=\"color: #fc3c13;\">tra\u00e7ables et d\u00e9montrables<\/span> ce qui permet de <span style=\"color: #fc3c13;\">r\u00e9duire les erreurs de traitement de la donn\u00e9e<\/span> et de les corriger rapidement<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fd2af7f e-con-full e-flex e-con e-child\" data-id=\"2fd2af7f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7070a4e0 e-con-full e-flex e-con e-child\" data-id=\"7070a4e0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-151dd031 elementor-widget elementor-widget-heading\" data-id=\"151dd031\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Investissement<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e312d1 elementor-widget elementor-widget-heading\" data-id=\"2e312d1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">6x<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-283209db elementor-widget elementor-widget-text-editor\" data-id=\"283209db\" 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<p>Plus rapide \u00e0 mettre en place<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-398e10e4 e-con-full e-flex e-con e-child\" data-id=\"398e10e4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b1ca81d elementor-widget elementor-widget-heading\" data-id=\"5b1ca81d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Pr\u00e9cision<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d7a4765 elementor-widget elementor-widget-heading\" data-id=\"6d7a4765\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">15%<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12cb971c elementor-widget elementor-widget-text-editor\" data-id=\"12cb971c\" 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<p>Taux de fiabilit\u00e9 suppl\u00e9mentaire<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4427f9b9 e-con-full e-flex e-con e-child\" data-id=\"4427f9b9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4cef4633 elementor-widget elementor-widget-heading\" data-id=\"4cef4633\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Explicabilit\u00e9<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22cb98de elementor-widget elementor-widget-heading\" data-id=\"22cb98de\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-heading-title elementor-size-default\">100%<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70cb5ec2 elementor-widget elementor-widget-text-editor\" data-id=\"70cb5ec2\" 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<p>Explicable<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-44b2f462 e-con-full e-flex e-con e-child\" data-id=\"44b2f462\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-158f37f4 e-con-full e-flex e-con e-child\" data-id=\"158f37f4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21ed49d8 elementor-widget elementor-widget-text-editor\" data-id=\"21ed49d8\" 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<p>IA g\u00e9n\u00e9ratives (incl. Machine Learning)<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-16d386da e-con-full e-flex e-con e-child\" data-id=\"16d386da\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34c4380d elementor-widget elementor-widget-text-editor\" data-id=\"34c4380d\" 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<p>Une <span style=\"color: #9d5ac3;\">configuration plus longue<\/span> (6 \u00e0 9 mois) et un fort <span style=\"color: #9d5ac3;\">co\u00fbt suppl\u00e9mentaire d&rsquo;entra\u00eenement<\/span> pour augmenter la pr\u00e9cision ou pour chaque nouvel ajout<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa33e1e e-con-full e-flex e-con e-child\" data-id=\"aa33e1e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-772e94e elementor-widget elementor-widget-text-editor\" data-id=\"772e94e\" 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<p>Bas\u00e9e sur un algorithme complexe qui pr\u00e9dit le prochain mot \u00e0 g\u00e9n\u00e9rer. Il n&rsquo;y a donc <span style=\"color: #9d5ac3;\">pas de compr\u00e9hension<\/span> mais simplement une <span style=\"color: #9d5ac3;\">analyse probabiliste (risques d\u2019erreurs et d\u2019hallucination)<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63882979 e-con-full e-flex e-con e-child\" data-id=\"63882979\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-591dab2 elementor-widget elementor-widget-text-editor\" data-id=\"591dab2\" 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<p>N\u2019est <span style=\"color: #9d5ac3;\">pas explicable et d\u00e9montrable<\/span> car bas\u00e9e sur une approche statistique et probabiliste, ce qui rend son <span style=\"color: #9d5ac3;\">utilisation impossible dans certains secteurs sensibles<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ce5f599 e-flex e-con-boxed e-con e-parent\" data-id=\"6ce5f599\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22d5a1ac elementor-widget elementor-widget-heading\" data-id=\"22d5a1ac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L'IA de\u00a0confiance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10fee41f elementor-widget elementor-widget-text-editor\" data-id=\"10fee41f\" 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<p>Utilisez une technologie sans biais ni hallucinations qui r\u00e9pond aux enjeux \u00e9thiques d\u2019aujourd\u2019hui.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56bdbfa5 e-con-full e-flex e-con e-child\" data-id=\"56bdbfa5\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1a675814 e-con-full e-flex e-con e-child\" data-id=\"1a675814\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-7a9edbe0 e-con-full e-flex e-con e-child\" data-id=\"7a9edbe0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-478769c1 elementor-widget__width-auto elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"478769c1\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-speedometer01\"><\/i>\t\t\t<\/div>\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-2329b701 elementor-widget elementor-widget-heading\" data-id=\"2329b701\" 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\">Performante<\/h3>\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-37532063 elementor-widget elementor-widget-text-editor\" data-id=\"37532063\" 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<p>La configuration rapide permet d\u2019obtenir des r\u00e9sultats visibles d\u00e8s les premi\u00e8res semaines sans complexit\u00e9s s\u00e9mantiques ni hallucinations.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-658f35d7 e-con-full e-flex e-con e-child\" data-id=\"658f35d7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-195d26cb e-con-full e-flex e-con e-child\" data-id=\"195d26cb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21a3577 elementor-widget__width-auto elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"21a3577\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-annotation-info\"><\/i>\t\t\t<\/div>\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-5c36981c elementor-widget elementor-widget-heading\" data-id=\"5c36981c\" 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\">Explicable<\/h3>\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-153e12e2 elementor-widget elementor-widget-text-editor\" data-id=\"153e12e2\" 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<p>Tous les choix issus de l\u2019intelligence artificielle sont explicables, tra\u00e7ables et d\u00e9montrables.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a6e05ba e-con-full e-flex e-con e-child\" data-id=\"7a6e05ba\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-7ada214a e-con-full e-flex e-con e-child\" data-id=\"7ada214a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74021924 elementor-widget__width-auto elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"74021924\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-bank\"><\/i>\t\t\t<\/div>\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-5d2d7a2b elementor-widget elementor-widget-heading\" data-id=\"5d2d7a2b\" 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\">Souveraine<\/h3>\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-2f6d37a0 elementor-widget elementor-widget-text-editor\" data-id=\"2f6d37a0\" 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<p>L\u2019intelligence artificielle de Miralia\u00a0est 100% fran\u00e7aise, propri\u00e9taire et h\u00e9berg\u00e9e chez Scaleway.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3bcb2aac e-con-full e-flex e-con e-child\" data-id=\"3bcb2aac\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2bf4653b e-con-full e-flex e-con e-child\" data-id=\"2bf4653b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff04d80 elementor-widget__width-auto elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ff04d80\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"icon icon-feather\"><\/i>\t\t\t<\/div>\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-7ec5b529 elementor-widget elementor-widget-heading\" data-id=\"7ec5b529\" 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\">Frugale<\/h3>\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-32031c0b elementor-widget elementor-widget-text-editor\" data-id=\"32031c0b\" 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<p>Cette technologie consomme tr\u00e8s peu de ressources serveur et a un faible impact CO2.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-383602f8 e-flex e-con-boxed e-con e-parent\" data-id=\"383602f8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-204a0c6a elementor-widget elementor-widget-template\" data-id=\"204a0c6a\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"33671\" class=\"elementor elementor-33671\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-4fcaad9 e-flex e-con-boxed e-con e-parent\" data-id=\"4fcaad9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3257dca e-con-full e-flex e-con e-child\" data-id=\"3257dca\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9746a22 elementor-widget elementor-widget-heading\" data-id=\"9746a22\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Redonnez sens et ma\u00eetrise<br \/>\u00e0 votre relation client<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8270fe elementor-widget elementor-widget-text-editor\" data-id=\"b8270fe\" 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<p>Essayez d\u00e8s aujourd\u2019hui notre IA explicable, frugale et fiable.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4a0065 primary-button elementor-widget elementor-widget-button\" data-id=\"d4a0065\" 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\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/miralia.ai\/contact\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Demandez une d\u00e9mo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Guide sur l\u2019IA analytique et l\u2019IA g\u00e9n\u00e9rative L\u2019intelligence artificielle, dans sa diversit\u00e9, offre des solutions vari\u00e9es mais aucune n\u2019est universelle. Reconna\u00eetre la sp\u00e9cialisation et la synergie entre les diff\u00e9rents types d&rsquo;IA est cl\u00e9 pour optimiser leur utilisation. Les IA g\u00e9n\u00e9ratives Faites pour cr\u00e9er, improviser, it\u00e9rer Que font-elles ? Les IA g\u00e9n\u00e9ratives g\u00e9n\u00e8rent de la donn\u00e9e [&hellip;]<!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":21,"featured_media":37365,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"class_list":["post-23411","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Guide sur l&#039;IA analytique et l&#039;IA g\u00e9n\u00e9rative<\/title>\n<meta name=\"description\" content=\"Aucune IA n\u2019est universelle. 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