{"id":260168,"date":"2025-01-02T10:43:19","date_gmt":"2025-01-02T10:43:19","guid":{"rendered":"https:\/\/datascientest.com\/?p=260168"},"modified":"2025-01-02T10:46:31","modified_gmt":"2025-01-02T10:46:31","slug":"google-surpasse-les-meteorologues-humains-avec-gencast","status":"publish","type":"post","link":"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast","title":{"rendered":"Google surpasse les m\u00e9t\u00e9orologues humains avec GenCast"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"260168\" class=\"elementor elementor-260168\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f5a3f9 e-flex e-con-boxed e-con\" data-id=\"7f5a3f9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-436c567 elementor-widget elementor-widget-text-editor\" data-id=\"436c567\" 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 - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;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<p><span style=\"font-weight: 400;\">L\u2019intelligence artificielle (IA) est un domaine en extension constante, et cette fois il vient bouleverser le domaine m\u00e9t\u00e9orologique. Cr\u00e9\u00e9 par Google DeepMind, GenCast est capable de pr\u00e9dire la m\u00e9t\u00e9o avec une pr\u00e9cision surprenante.<\/span><\/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-aa07ee0 elementor-widget elementor-widget-heading\" data-id=\"aa07ee0\" 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 - v3.15.0 - 02-08-2023 *\/\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><h2 class=\"elementor-heading-title elementor-size-default\">Une r\u00e9volution pour la pr\u00e9diction m\u00e9t\u00e9orologique\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d810fdc elementor-widget elementor-widget-text-editor\" data-id=\"d810fdc\" 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><span style=\"font-weight: 400;\">Alors que les mod\u00e8les traditionnels peinent \u00e0 offrir des pr\u00e9visions fiables au-del\u00e0 de dix jours, GenCast peut pr\u00e9dire avec pr\u00e9cision les conditions m\u00e9t\u00e9orologiques courantes, mais aussi les \u00e9v\u00e9nements climatiques extr\u00eames, sur <\/span><b>une p\u00e9riode de 15 jours<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Reposant sur des approches probabilistes innovantes, GenCast g\u00e9n\u00e8re <\/span><b>plusieurs sc\u00e9narios <\/b><span style=\"font-weight: 400;\">m\u00e9t\u00e9orologiques simultan\u00e9s. Par exemple, au lieu d\u2019annoncer simplement qu\u2019il \u00ab\u00a0pleuvra demain\u00a0\u00bb, GenCast pr\u00e9cise qu\u2019il y a <\/span><i><span style=\"font-weight: 400;\">70 % de chances de pluie \u00e0 15 heures<\/span><\/i><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Cerise sur le g\u00e2teau, GenCast ne <\/span><b>requiert pas de supercalculateurs<\/b><span style=\"font-weight: 400;\"> pour fonctionner efficacement. Des configurations beaucoup plus compactes et moins co\u00fbteuses suffisent amplement au mod\u00e8le pour produire des pr\u00e9visions en quelques minutes.<\/span><\/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-47b5d5f elementor-widget elementor-widget-shortcode\" data-id=\"47b5d5f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><blockquote class=\"twitter-tweet\"><p lang=\"en\" dir=\"ltr\">Today in <a href=\"https:\/\/twitter.com\/Nature?ref_src=twsrc%5Etfw\">@Nature<\/a>, we\u2019re presenting GenCast: our new AI weather model which gives us the probabilities of different weather conditions up to 15 days ahead with state-of-the-art accuracy. \u2601\ufe0f\u26a1<br><br>Here\u2019s how the technology works. \ud83e\uddf5<a href=\"https:\/\/t.co\/PWCNWbQnlU\">https:\/\/t.co\/PWCNWbQnlU<\/a> <a href=\"https:\/\/t.co\/6DTrmn64Jq\">pic.twitter.com\/6DTrmn64Jq<\/a><\/p>&mdash; Google DeepMind (@GoogleDeepMind) <a href=\"https:\/\/twitter.com\/GoogleDeepMind\/status\/1864340994965098513?ref_src=twsrc%5Etfw\">December 4, 2024<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4573d16 elementor-widget elementor-widget-heading\" data-id=\"4573d16\" 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\">Un remplacement de l\u2019humain ?\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-352fa31 elementor-widget elementor-widget-text-editor\" data-id=\"352fa31\" 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><span style=\"font-weight: 400;\">Si GenCast surpasse les capacit\u00e9s pr\u00e9dictives des humains, il ne signe pas pour autant la fin du besoin humain.<\/span><\/p><p><span style=\"font-weight: 400;\">En effet, <\/span><b>les m\u00e9t\u00e9orologues continuent de jouer un r\u00f4le indispensable<\/b><span style=\"font-weight: 400;\"> dans l\u2019interpr\u00e9tation et la communication des donn\u00e9es m\u00e9t\u00e9orologiques. L\u2019<\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\"><span style=\"font-weight: 400;\">intelligence artificielle<\/span><\/a><span style=\"font-weight: 400;\"> peut indiquer une probabilit\u00e9 de cyclone, c\u2019est \u00e0 un expert de traduire cette information et de la communiquer clairement aux autorit\u00e9s. Kerry Emanuel, chercheur au MIT, l\u2019affirme : <\/span><b>\u00ab\u00a0La collaboration entre l\u2019IA et les humains sera essentielle pour maximiser l\u2019impact positif de ces avanc\u00e9es.\u00a0\u00bb<\/b><\/p><p><span style=\"font-weight: 400;\">GenCast repr\u00e9sente donc une aide pr\u00e9cieuse, plut\u00f4t qu\u2019un outil miracle. Son <\/span><b>automatisation de certaines t\u00e2ches<\/b><span style=\"font-weight: 400;\"> facilite l\u2019analyse strat\u00e9gique des m\u00e9t\u00e9orologues.<\/span><\/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-b4cee21 elementor-widget elementor-widget-image\" data-id=\"b4cee21\" 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 - v3.15.0 - 02-08-2023 *\/\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 decoding=\"async\" width=\"800\" height=\"449\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/unnamed-1024x575.webp\" class=\"attachment-large size-large wp-image-260169\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/unnamed-1024x575.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/unnamed-300x169.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/unnamed-768x431.webp 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/unnamed.webp 1070w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-0072c8c elementor-widget elementor-widget-heading\" data-id=\"0072c8c\" 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\">Un co\u00fbt \u00e9nerg\u00e9tique probl\u00e9matique\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ebe5d0 elementor-widget elementor-widget-text-editor\" data-id=\"1ebe5d0\" 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><span style=\"font-weight: 400;\">Pour autant, un d\u00e9faut principal r\u00e9side dans la conception de GenCast : son empreinte carbone. Les mod\u00e8les d\u2019IA n\u00e9cessitent d\u2019\u00e9normes quantit\u00e9s d\u2019\u00e9nergie, et bien que DeepMind ait con\u00e7u <\/span><a href=\"https:\/\/deepmind.google\/discover\/blog\/gencast-predicts-weather-and-the-risks-of-extreme-conditions-with-sota-accuracy\/\"><span style=\"font-weight: 400;\">GenCast<\/span><\/a><span style=\"font-weight: 400;\"> pour \u00eatre moins gourmands que ses homologues traditionnels, le probl\u00e8me demeure.<\/span><\/p><p><span style=\"font-weight: 400;\">La <\/span><b>consommation \u00e9nerg\u00e9tique des mod\u00e8les IA<\/b><span style=\"font-weight: 400;\"> est une pr\u00e9occupation grandissante, particuli\u00e8rement dans un contexte o\u00f9 chaque tonne de CO\u2082 \u00e9mise compte. DeepMind affirme travailler activement pour minimiser cet impact, notamment en optimisant ses algorithmes et en explorant des sources d\u2019\u00e9nergie renouvelable.<\/span><\/p><p><span style=\"font-weight: 400;\">Si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science ou tout simplement une mont\u00e9e en comp\u00e9tences dans votre domaine, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir nos <\/span><a href=\"https:\/\/datascientest.com\/formations-data\"><span style=\"font-weight: 400;\">offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> ou nos <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\"><span style=\"font-weight: 400;\">articles de blog<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : deepmind.google<\/span><\/i><\/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-baddddb elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"baddddb\" 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 class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/formations-data\">\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\">D\u00e9couvrez nos formation en Data Science<\/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\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L\u2019intelligence artificielle (IA) est un domaine en extension constante, et cette fois il vient bouleverser le domaine m\u00e9t\u00e9orologique. Cr\u00e9\u00e9 par Google DeepMind, GenCast est capable de pr\u00e9dire la m\u00e9t\u00e9o avec une pr\u00e9cision surprenante. Une r\u00e9volution pour la pr\u00e9diction m\u00e9t\u00e9orologique Alors que les mod\u00e8les traditionnels peinent \u00e0 offrir des pr\u00e9visions fiables au-del\u00e0 de dix jours, GenCast [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":260170,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google surpasse les m\u00e9t\u00e9orologues humains avec GenCast<\/title>\n<meta name=\"description\" content=\"L\u2019intelligence artificielle (IA) est un domaine en extension constante, et cette fois il vient bouleverser le domaine m\u00e9t\u00e9orologique.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google surpasse les m\u00e9t\u00e9orologues humains avec GenCast\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-02T10:43:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-02T10:46:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/lp.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1072\" \/>\n\t<meta property=\"og:image:height\" content=\"603\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Gabin Paul\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gabin Paul\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast\",\"url\":\"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast\",\"name\":\"Google surpasse les m\u00e9t\u00e9orologues humains avec GenCast\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2025-01-02T10:43:19+00:00\",\"dateModified\":\"2025-01-02T10:46:31+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\"},\"description\":\"L\u2019intelligence artificielle (IA) est un domaine en extension constante, et cette fois il vient bouleverser le domaine m\u00e9t\u00e9orologique.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/google-surpasse-les-meteorologues-humains-avec-gencast\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\",\"name\":\"Gabin Paul\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"caption\":\"Gabin Paul\"},\"description\":\"Gabin Paul est un journaliste r\u00e9dacteur chez DataScientest. 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