{"id":27202,"date":"2023-09-12T20:06:18","date_gmt":"2023-09-12T18:06:18","guid":{"rendered":"https:\/\/sendapp.live\/?p=27202"},"modified":"2024-11-19T11:47:21","modified_gmt":"2024-11-19T10:47:21","slug":"intelligence-artificielle-et-maladie-de-la-vache-folle","status":"publish","type":"post","link":"https:\/\/sendapp.live\/fr\/2023\/09\/12\/intelligenza-artificiale-e-sindrome-della-mucca-pazza\/","title":{"rendered":"\u00a0Intelligence artificielle et \u00ab syndrome de la vache folle \u00bb\u00a0"},"content":{"rendered":"

Intelligence artificielle<\/a> Et "Syndrome de la vache folle<\/a>\u201d<\/p>\n

L\u2019intelligence artificielle (IA) est confront\u00e9e \u00e0 une nouvelle crise, cette fois venant de l\u2019int\u00e9rieur. Une \u00e9tude r\u00e9cente men\u00e9e par des chercheurs de Rice et de l'Universit\u00e9 de Stanford indique que l'utilisation massive de donn\u00e9es synth\u00e9tiques pour entra\u00eener des mod\u00e8les d'IA peut entra\u00eener de graves probl\u00e8mes. Cette tendance inqui\u00e9tante a \u00e9t\u00e9 appel\u00e9e \u00ab trouble de l\u2019autophagie mod\u00e8le \u00bb ou MAD, un terme alarmant pour de bonnes raisons.<\/p>\n

\"\"<\/p>\n

Qu'est-ce qu'un ensemble de donn\u00e9es synth\u00e9tiques\u00a0?<\/h2>\n

Avant d\u2019entrer dans les d\u00e9tails, il est crucial de comprendre ce que sont les ensembles de donn\u00e9es synth\u00e9tiques. Il s\u2019agit d\u2019ensembles de donn\u00e9es g\u00e9n\u00e9r\u00e9es artificiellement plut\u00f4t que collect\u00e9es dans le monde r\u00e9el. Ces ensembles de donn\u00e9es sont utilis\u00e9s pour former des mod\u00e8les d'apprentissage automatique et incluent des donn\u00e9es allant du texte et des images g\u00e9n\u00e9r\u00e9s de mani\u00e8re algorithmique aux donn\u00e9es financi\u00e8res simul\u00e9es. Leur attrait r\u00e9side principalement dans leur disponibilit\u00e9, leur faible co\u00fbt et l\u2019absence de probl\u00e8mes de confidentialit\u00e9.<\/p>\n

Les avantages des ensembles de donn\u00e9es synth\u00e9tiques<\/h2>\n

La puissance des donn\u00e9es synth\u00e9tiques r\u00e9side dans leur polyvalence et leur facilit\u00e9 d\u2019utilisation. Ils ne n\u00e9cessitent pas de collecte manuelle, \u00e9vitent les probl\u00e8mes juridiques de confidentialit\u00e9 et peuvent \u00eatre cr\u00e9\u00e9s en volumes presque infinis. Le cabinet de conseil Gartner pr\u00e9dit que d\u2019ici 2030, ces ensembles de donn\u00e9es remplaceront les donn\u00e9es r\u00e9elles dans de nombreux domaines d\u2019application de l\u2019IA.<\/p>\n

Le syndrome de la \u00ab vache folle \u00bb dans l\u2019apprentissage automatique<\/h2>\n

Mais il y a un c\u00f4t\u00e9 obscur. L\u2019\u00e9tude mentionn\u00e9e ci-dessus parle d\u2019un ph\u00e9nom\u00e8ne comparable au surapprentissage dans l\u2019apprentissage automatique, connu sous le nom de \u00ab Model Autophagy Disorder \u00bb (MAD). Ce terme technique d\u00e9crit un trouble dans lequel un mod\u00e8le d'IA commence \u00e0 \u00e9roder ses performances avec l'utilisation continue de donn\u00e9es synth\u00e9tiques. En d\u2019autres termes, l\u2019IA commence \u00e0 \u00ab devenir folle \u00bb.<\/p>\n

Causes et cons\u00e9quences de MAD<\/h2>\n

Le probl\u00e8me semble provenir du manque de diversit\u00e9 des donn\u00e9es synth\u00e9tiques. Lorsqu\u2019un mod\u00e8le d\u2019IA est entra\u00een\u00e9 avec un ensemble de donn\u00e9es trop homog\u00e8ne, il commence \u00e0 se chevaucher dans une boucle destructrice. Ce ph\u00e9nom\u00e8ne a \u00e9t\u00e9 qualifi\u00e9 d\u2019\u00ab autophagique \u00bb, d\u2019o\u00f9 le terme MAD.<\/p>\n

Solutions propos\u00e9es et consid\u00e9rations futures<\/h2>\n

Cependant, tout n'est pas perdu. Les chercheurs sugg\u00e8rent que l\u2019incorporation de donn\u00e9es r\u00e9elles dans le cycle de formation pourrait emp\u00eacher ce type d\u2019\u00e9rosion du mod\u00e8le. Et alors que la communaut\u00e9 scientifique explore des solutions, il est essentiel que les d\u00e9veloppeurs d\u2019IA soient conscients de cet \u00e9cueil potentiel.<\/p>\n

Ensembles de donn\u00e9es synth\u00e9tiques : une arme \u00e0 double tranchant ?<\/h2>\n

En conclusion, si les ensembles de donn\u00e9es synth\u00e9tiques offrent des avantages incontestables en termes de co\u00fbt, d\u2019efficacit\u00e9 et de confidentialit\u00e9, ils comportent avec eux des risques nouveaux et inattendus. Christian Intern\u00f2, chercheur en machine learning, r\u00e9sume parfaitement le dilemme : \u00ab Les donn\u00e9es synth\u00e9tiques sont l\u2019avenir, mais nous devons apprendre \u00e0 les g\u00e9rer. \u00bb Les yeux riv\u00e9s sur l\u2019avenir, la communaut\u00e9 de l\u2019IA doit \u00e9quilibrer les risques et les avantages de cette fronti\u00e8re \u00e9mergente des donn\u00e9es.<\/p>","protected":false},"excerpt":{"rendered":"

L'intelligence artificielle (IA) est confront\u00e9e \u00e0 une nouvelle crise, cette fois-ci interne. Une \u00e9tude r\u00e9cente men\u00e9e par des chercheurs de Rice et\u2026<\/p>","protected":false},"author":22,"featured_media":27206,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_daim_seo_power":"","_daim_enable_ail":"","footnotes":""},"categories":[2538],"tags":[],"class_list":{"0":"post-27202","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news"},"yoast_head":"\n\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0<\/title>\n<meta name=\"description\" content=\"Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0L'intelligenza artificiale (IA) sta affrontando una nuova crisi...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sendapp.live\/fr\/2023\/09\/12\/intelligence-artificielle-et-maladie-de-la-vache-folle\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0\" \/>\n<meta property=\"og:description\" content=\"Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0L'intelligenza artificiale (IA) sta affrontando una nuova crisi...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sendapp.live\/fr\/2023\/09\/12\/intelligence-artificielle-et-maladie-de-la-vache-folle\/\" \/>\n<meta property=\"og:site_name\" content=\"SendApp - Software Whatsapp Marketing\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sendapp.live\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-12T18:06:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-19T10:47:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"500\" \/>\n\t<meta property=\"og:image:height\" content=\"356\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Blogger\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sendapp_live\" \/>\n<meta name=\"twitter:site\" content=\"@sendapp_live\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Blogger\" \/>\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\":\"Article\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/\"},\"author\":{\"name\":\"Blogger\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#\\\/schema\\\/person\\\/d299d0c16bd060adfd11119ff8f7d98b\"},\"headline\":\"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0\",\"datePublished\":\"2023-09-12T18:06:18+00:00\",\"dateModified\":\"2024-11-19T10:47:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/\"},\"wordCount\":447,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/ansia-1-500x356-1.jpg\",\"articleSection\":[\"news\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/\",\"url\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/\",\"name\":\"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/ansia-1-500x356-1.jpg\",\"datePublished\":\"2023-09-12T18:06:18+00:00\",\"dateModified\":\"2024-11-19T10:47:21+00:00\",\"description\":\"Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0L'intelligenza artificiale (IA) sta affrontando una nuova crisi...\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#primaryimage\",\"url\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/ansia-1-500x356-1.jpg\",\"contentUrl\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/ansia-1-500x356-1.jpg\",\"width\":500,\"height\":356},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/en\\\/2023\\\/09\\\/12\\\/artificial-intelligence-and-mad-cow-syndrome\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/sendapp.live\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#website\",\"url\":\"https:\\\/\\\/sendapp.live\\\/it\\\/\",\"name\":\"SendApp\",\"description\":\"Automate Your Messages & Grow Your Business\",\"publisher\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#organization\"},\"alternateName\":\"SendApp WhatsApp Marketing\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/sendapp.live\\\/it\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#organization\",\"name\":\"SendApp\",\"url\":\"https:\\\/\\\/sendapp.live\\\/it\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/Logo-Sendapp-300x60-1.png\",\"contentUrl\":\"https:\\\/\\\/sendapp.live\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/Logo-Sendapp-300x60-1.png\",\"width\":300,\"height\":60,\"caption\":\"SendApp\"},\"image\":{\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/sendapp.live\",\"https:\\\/\\\/x.com\\\/sendapp_live\",\"https:\\\/\\\/www.instagram.com\\\/sendapp.live\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UC2gaLpi0-OJLG4CFbOr6mLw\",\"https:\\\/\\\/it.trustpilot.com\\\/review\\\/sendapp.live\"],\"description\":\"Piattaforma italiana di WhatsApp Marketing con API ufficiali Meta. Assistente AI, campagne massive, SMS Gateway gratuito, Google Calendar, automazioni. Da \u20ac16\\\/mese senza markup sui messaggi.\",\"email\":\"info@sendapp.live\",\"foundingDate\":\"2016-07-25\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/sendapp.live\\\/it\\\/#\\\/schema\\\/person\\\/d299d0c16bd060adfd11119ff8f7d98b\",\"name\":\"Blogger\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g\",\"caption\":\"Blogger\"},\"url\":\"https:\\\/\\\/sendapp.live\\\/fr\\\/author\\\/blogger\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u00a0Intelligence artificielle et \u00ab syndrome de la vache folle \u00bb\u00a0","description":"Intelligence artificielle et \u00ab syndrome de la vache folle \u00bb L\u2019intelligence artificielle (IA) est confront\u00e9e \u00e0 une nouvelle crise\u2026","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sendapp.live\/fr\/2023\/09\/12\/intelligence-artificielle-et-maladie-de-la-vache-folle\/","og_locale":"fr_FR","og_type":"article","og_title":"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0","og_description":"Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0L'intelligenza artificiale (IA) sta affrontando una nuova crisi...","og_url":"https:\/\/sendapp.live\/fr\/2023\/09\/12\/intelligence-artificielle-et-maladie-de-la-vache-folle\/","og_site_name":"SendApp - Software Whatsapp Marketing","article_publisher":"https:\/\/www.facebook.com\/sendapp.live","article_published_time":"2023-09-12T18:06:18+00:00","article_modified_time":"2024-11-19T10:47:21+00:00","og_image":[{"width":500,"height":356,"url":"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg","type":"image\/jpeg"}],"author":"Blogger","twitter_card":"summary_large_image","twitter_creator":"@sendapp_live","twitter_site":"@sendapp_live","twitter_misc":{"\u00c9crit par":"Blogger","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#article","isPartOf":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/"},"author":{"name":"Blogger","@id":"https:\/\/sendapp.live\/it\/#\/schema\/person\/d299d0c16bd060adfd11119ff8f7d98b"},"headline":"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0","datePublished":"2023-09-12T18:06:18+00:00","dateModified":"2024-11-19T10:47:21+00:00","mainEntityOfPage":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/"},"wordCount":447,"commentCount":0,"publisher":{"@id":"https:\/\/sendapp.live\/it\/#organization"},"image":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#primaryimage"},"thumbnailUrl":"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg","articleSection":["news"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/","url":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/","name":"\u00a0Intelligence artificielle et \u00ab syndrome de la vache folle \u00bb\u00a0","isPartOf":{"@id":"https:\/\/sendapp.live\/it\/#website"},"primaryImageOfPage":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#primaryimage"},"image":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#primaryimage"},"thumbnailUrl":"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg","datePublished":"2023-09-12T18:06:18+00:00","dateModified":"2024-11-19T10:47:21+00:00","description":"Intelligence artificielle et \u00ab syndrome de la vache folle \u00bb L\u2019intelligence artificielle (IA) est confront\u00e9e \u00e0 une nouvelle crise\u2026","breadcrumb":{"@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#primaryimage","url":"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg","contentUrl":"https:\/\/sendapp.live\/wp-content\/uploads\/2023\/09\/ansia-1-500x356-1.jpg","width":500,"height":356},{"@type":"BreadcrumbList","@id":"https:\/\/sendapp.live\/en\/2023\/09\/12\/artificial-intelligence-and-mad-cow-syndrome\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sendapp.live\/"},{"@type":"ListItem","position":2,"name":"\u00a0Intelligenza Artificiale e \u201cSindrome Della Mucca Pazza\u201d\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/sendapp.live\/it\/#website","url":"https:\/\/sendapp.live\/it\/","name":"EnvoyerApp","description":"Automatisez vos messages et d\u00e9veloppez votre activit\u00e9","publisher":{"@id":"https:\/\/sendapp.live\/it\/#organization"},"alternateName":"SendApp WhatsApp Marketing","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sendapp.live\/it\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/sendapp.live\/it\/#organization","name":"EnvoyerApp","url":"https:\/\/sendapp.live\/it\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/sendapp.live\/it\/#\/schema\/logo\/image\/","url":"https:\/\/sendapp.live\/wp-content\/uploads\/2025\/04\/Logo-Sendapp-300x60-1.png","contentUrl":"https:\/\/sendapp.live\/wp-content\/uploads\/2025\/04\/Logo-Sendapp-300x60-1.png","width":300,"height":60,"caption":"SendApp"},"image":{"@id":"https:\/\/sendapp.live\/it\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/sendapp.live","https:\/\/x.com\/sendapp_live","https:\/\/www.instagram.com\/sendapp.live","https:\/\/www.youtube.com\/channel\/UC2gaLpi0-OJLG4CFbOr6mLw","https:\/\/it.trustpilot.com\/review\/sendapp.live"],"description":"Plateforme italienne de marketing WhatsApp avec API Meta officielle. Assistant IA, campagnes de masse, passerelle SMS gratuite, Google Agenda, automatisations. \u00c0 partir de 16 \u20ac\/mois sans majoration de prix.","email":"info@sendapp.live","foundingDate":"2016-07-25"},{"@type":"Person","@id":"https:\/\/sendapp.live\/it\/#\/schema\/person\/d299d0c16bd060adfd11119ff8f7d98b","name":"Blogueurs","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4ce6c79c7d549254e170ba7e532db68391b034b95559bd744349aee442ecdad7?s=96&d=mm&r=g","caption":"Blogger"},"url":"https:\/\/sendapp.live\/fr\/author\/blogger\/"}]}},"_links":{"self":[{"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/posts\/27202","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/comments?post=27202"}],"version-history":[{"count":1,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/posts\/27202\/revisions"}],"predecessor-version":[{"id":27210,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/posts\/27202\/revisions\/27210"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/media\/27206"}],"wp:attachment":[{"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/media?parent=27202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/categories?post=27202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sendapp.live\/fr\/wp-json\/wp\/v2\/tags?post=27202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}