{"id":500,"date":"2024-09-18T17:35:55","date_gmt":"2024-09-18T15:35:55","guid":{"rendered":"https:\/\/charlyhayoz.ch\/?page_id=500"},"modified":"2025-09-09T17:31:50","modified_gmt":"2025-09-09T15:31:50","slug":"artificial-intelligence-blog","status":"publish","type":"page","link":"https:\/\/charlyhayoz.ch\/en\/blog-intelligence-artificielle\/","title":{"rendered":"Articles &amp; Analysis - AI, LLM, Fine-Tuning and Development"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"500\" class=\"elementor elementor-500\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20316ff e-flex e-con-boxed e-con e-parent\" data-id=\"20316ff\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-64d9c6a e-con-full e-flex e-con e-child\" data-id=\"64d9c6a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6139764 elementor-widget elementor-widget-heading\" data-id=\"6139764\" 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 - v3.21.0 - 08-05-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Articles<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9a85b8 elementor-widget__width-auto elementor-icon-list--layout-inline elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a9a85b8\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/charlyhayoz.ch\/wp-content\/plugins\/elementor\/assets\/css\/widget-icon-list.min.css\">\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Accueil<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\/blog-intelligence-artificielle\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Articles<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-0eeb2e6 e-flex e-con-boxed e-con e-parent\" data-id=\"0eeb2e6\" 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-23e5302 elementor-posts--align-center elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"23e5302\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/charlyhayoz.ch\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-posts.min.css\">\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-32685 post type-post status-publish format-standard has-post-thumbnail hentry category-articles\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/breaking-the-machine-real-world-examples-of-attacks-on-llms-and-mcp-tools\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"193\" src=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-300x193.jpg\" class=\"attachment-medium size-medium wp-image-32698\" alt=\"Breaking the Machine: Real\u2011World Examples of Attacks on LLMs and MCP tools\" srcset=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-300x193.jpg 300w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-1024x660.jpg 1024w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-768x495.jpg 768w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-1536x989.jpg 1536w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-2048x1319.jpg 2048w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/12\/attack_on_llm_mcp-18x12.jpg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\/articles\/breaking-the-machine-real-world-examples-of-attacks-on-llms-and-mcp-tools\/\" >\n\t\t\t\tBreaking the Machine: Real\u2011World Examples of Attacks on LLMs and MCP tools\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/breaking-the-machine-real-world-examples-of-attacks-on-llms-and-mcp-tools\/\" aria-label=\"Read more about Breaking the Machine: Real\u2011World Examples of Attacks on LLMs and MCP tools\" tabindex=\"-1\" >\n\t\t\tLire \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-32427 post type-post status-publish format-standard has-post-thumbnail hentry category-articles category-cybersecurite category-intelligence-artificielle tag-ai tag-cybersecurite tag-ia\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-hacker-chatgpt\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" data-src=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-300x200.jpg\" class=\"attachment-medium size-medium wp-image-32430 lazyload\" alt=\"Hacker ChatGPT\" data-srcset=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-300x200.jpg 300w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-1024x683.jpg 1024w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-768x512.jpg 768w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-1536x1024.jpg 1536w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-2048x1365.jpg 2048w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/10\/chatgpt-18x12.jpg 18w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/200;\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-hacker-chatgpt\/\" >\n\t\t\t\tComment hacker ChatGpt ?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-hacker-chatgpt\/\" aria-label=\"Read more about Comment hacker ChatGpt ?\" tabindex=\"-1\" >\n\t\t\tLire \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-32184 post type-post status-publish format-standard has-post-thumbnail hentry category-articles category-intelligence-artificielle tag-ai tag-english tag-ia\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/ai-powered-phising-detection-how-to-unmask-the-outliers\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"197\" data-src=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity-300x197.png\" class=\"attachment-medium size-medium wp-image-32185 lazyload\" alt=\"AI-Powered Phising Detection : How to unmask the outliers ?\" data-srcset=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity-300x197.png 300w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity-1024x673.png 1024w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity-768x505.png 768w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity-18x12.png 18w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/09\/detect-outlier-cybersecurity.png 1152w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/197;\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\/articles\/ai-powered-phising-detection-how-to-unmask-the-outliers\/\" >\n\t\t\t\tAI-Powered Phising Detection : How to unmask the outliers ?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/ai-powered-phising-detection-how-to-unmask-the-outliers\/\" aria-label=\"Read more about AI-Powered Phising Detection : How to unmask the outliers ?\" tabindex=\"-1\" >\n\t\t\tLire \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-32057 post type-post status-publish format-standard has-post-thumbnail hentry category-articles\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-detecter-des-images-modifiees-ou-generees-par-lia\/\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" data-src=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-300x169.png\" class=\"attachment-medium size-medium wp-image-32072 lazyload\" alt=\"Comment d\u00e9tecter des images modifi\u00e9es ou g\u00e9n\u00e9r\u00e9es par l&#039;IA\" data-srcset=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-300x169.png 300w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-1024x576.png 1024w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-768x432.png 768w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-1536x864.png 1536w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection-18x10.png 18w, https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2025\/01\/ia_detection.png 1920w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/169;\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-detecter-des-images-modifiees-ou-generees-par-lia\/\" >\n\t\t\t\tComment d\u00e9tecter des images modifi\u00e9es ou g\u00e9n\u00e9r\u00e9es par l&rsquo;IA\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/charlyhayoz.ch\/en\/articles\/comment-detecter-des-images-modifiees-ou-generees-par-lia\/\" aria-label=\"Read more about Comment d\u00e9tecter des images modifi\u00e9es ou g\u00e9n\u00e9r\u00e9es par l&rsquo;IA\" tabindex=\"-1\" >\n\t\t\tLire \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\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","protected":false},"excerpt":{"rendered":"<p>Articles Home Articles<\/p>","protected":false},"author":1,"featured_media":457,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-500","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.2 (Yoast SEO v23.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Articles &amp; Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement<\/title>\n<meta name=\"description\" content=\"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/charlyhayoz.ch\/en\/artificial-intelligence-blog\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Articles &amp; Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement\" \/>\n<meta property=\"og:description\" content=\"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/charlyhayoz.ch\/en\/artificial-intelligence-blog\/\" \/>\n<meta property=\"og:site_name\" content=\"Solutions IA sur mesure \u2013 Charly, expert en LLM &amp; Deep Learning\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-09T15:31:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1070\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Articles &amp; Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement\" \/>\n<meta name=\"twitter:description\" content=\"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/\",\"url\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/\",\"name\":\"Articles & Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement\",\"isPartOf\":{\"@id\":\"https:\/\/charlyhayoz.ch\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg\",\"datePublished\":\"2024-09-18T15:35:55+00:00\",\"dateModified\":\"2025-09-09T15:31:50+00:00\",\"description\":\"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA.\",\"breadcrumb\":{\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage\",\"url\":\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg\",\"contentUrl\":\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg\",\"width\":1920,\"height\":1070,\"caption\":\"D\u00e9veloppement d'application mobile, tablette, web\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/charlyhayoz.ch\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Articles &amp; Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/charlyhayoz.ch\/#website\",\"url\":\"https:\/\/charlyhayoz.ch\/\",\"name\":\"Charly Hayoz\",\"description\":\"Ma seule limite, votre imagination\",\"publisher\":{\"@id\":\"https:\/\/charlyhayoz.ch\/#\/schema\/person\/3e574e6e75374de64cc525e08ac89233\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/charlyhayoz.ch\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/charlyhayoz.ch\/#\/schema\/person\/3e574e6e75374de64cc525e08ac89233\",\"name\":\"charly.hayoz\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/charlyhayoz.ch\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2021\/09\/LogoComplet@1.5x.png\",\"contentUrl\":\"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2021\/09\/LogoComplet@1.5x.png\",\"width\":145,\"height\":43,\"caption\":\"charly.hayoz\"},\"logo\":{\"@id\":\"https:\/\/charlyhayoz.ch\/#\/schema\/person\/image\/\"},\"sameAs\":[\"https:\/\/charlyhayoz.ch\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Articles &amp; Analysis - AI, LLM, Fine-Tuning and Development","description":"Explore my articles on artificial intelligence, language models (LLM), fine-tuning, neural networks and custom development. Technical analysis, feedback and thoughts on the future of AI.","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:\/\/charlyhayoz.ch\/en\/artificial-intelligence-blog\/","og_locale":"en_US","og_type":"article","og_title":"Articles & Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement","og_description":"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA.","og_url":"https:\/\/charlyhayoz.ch\/en\/artificial-intelligence-blog\/","og_site_name":"Solutions IA sur mesure \u2013 Charly, expert en LLM &amp; Deep Learning","article_modified_time":"2025-09-09T15:31:50+00:00","og_image":[{"width":1920,"height":1070,"url":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_title":"Articles & Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement","twitter_description":"Explorez mes articles sur l\u2019intelligence artificielle, les mod\u00e8les de langage (LLM), le fine-tuning, les r\u00e9seaux neuronaux et le d\u00e9veloppement sur mesure. Analyses techniques, retours d\u2019exp\u00e9rience et r\u00e9flexions sur l\u2019avenir de l\u2019IA","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/","url":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/","name":"Articles &amp; Analysis - AI, LLM, Fine-Tuning and Development","isPartOf":{"@id":"https:\/\/charlyhayoz.ch\/#website"},"primaryImageOfPage":{"@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage"},"image":{"@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage"},"thumbnailUrl":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg","datePublished":"2024-09-18T15:35:55+00:00","dateModified":"2025-09-09T15:31:50+00:00","description":"Explore my articles on artificial intelligence, language models (LLM), fine-tuning, neural networks and custom development. Technical analysis, feedback and thoughts on the future of AI.","breadcrumb":{"@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#primaryimage","url":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg","contentUrl":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2024\/09\/developpement-application3.jpg","width":1920,"height":1070,"caption":"D\u00e9veloppement d'application mobile, tablette, web"},{"@type":"BreadcrumbList","@id":"https:\/\/charlyhayoz.ch\/blog-intelligence-artificielle\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/charlyhayoz.ch\/"},{"@type":"ListItem","position":2,"name":"Articles &amp; Analyses \u2013 IA, LLM, Fine-Tuning et D\u00e9veloppement"}]},{"@type":"WebSite","@id":"https:\/\/charlyhayoz.ch\/#website","url":"https:\/\/charlyhayoz.ch\/","name":"Charly Hayoz","description":"My only limit is your imagination","publisher":{"@id":"https:\/\/charlyhayoz.ch\/#\/schema\/person\/3e574e6e75374de64cc525e08ac89233"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/charlyhayoz.ch\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":["Person","Organization"],"@id":"https:\/\/charlyhayoz.ch\/#\/schema\/person\/3e574e6e75374de64cc525e08ac89233","name":"charly.hayoz","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/charlyhayoz.ch\/#\/schema\/person\/image\/","url":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2021\/09\/LogoComplet@1.5x.png","contentUrl":"https:\/\/charlyhayoz.ch\/wp-content\/uploads\/2021\/09\/LogoComplet@1.5x.png","width":145,"height":43,"caption":"charly.hayoz"},"logo":{"@id":"https:\/\/charlyhayoz.ch\/#\/schema\/person\/image\/"},"sameAs":["https:\/\/charlyhayoz.ch"]}]}},"_links":{"self":[{"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/pages\/500","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/comments?post=500"}],"version-history":[{"count":26,"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/pages\/500\/revisions"}],"predecessor-version":[{"id":32196,"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/pages\/500\/revisions\/32196"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/media\/457"}],"wp:attachment":[{"href":"https:\/\/charlyhayoz.ch\/en\/wp-json\/wp\/v2\/media?parent=500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}