{"id":203747,"date":"2025-06-05T15:05:26","date_gmt":"2025-06-05T13:05:26","guid":{"rendered":"https://www.aivancity.ai/blog/?p=203747"},"modified":"2025-06-05T15:07:23","modified_gmt":"2025-06-05T13:07:23","slug":"open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees","status":"publish","type":"post","link":"https://aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/","title":{"rendered":"Open source en force : DeepSeek R1-0528 veut rivaliser avec les intelligences artificielles les plus avancées"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-ab5c96eb798dac6ae069f907e298fa82\" style=\"color:#986e13\">A new open-source AI that's shaking up the giants</h2>\n\n\n\n<p class=\"text-justify\">On May 28, 2025, DeepSeek, an emerging AI player in China, unveiled <strong>DeepSeek R1-0528</strong>, a powerful update to its open-source model, which aims to compete with top-performing proprietary models such as <strong>GPT-4.5 (OpenAI)</strong> and <strong>Gemini 2.5 Pro (Google)</strong>. Based on a Mixture-of-Experts (MoE) architecture, the R1-0528 model features <strong>236 billion parameters</strong>, with routing that activates 13 billion per query, enabling efficiency comparable to large models while keeping inference costs under control<sup><a href=\"#ref1\">1</a></sup>.</p>\n\n\n\n<p class=\"text-justify\">This version was pre-trained on a massive corpus of <strong>6 trillion tokens</strong>, including multilingual, scientific, and technical data. DeepSeek is clearly committed to <strong>a powerful, high-performance, and open-source foundational AI</strong> that can be adapted for vertical, industrial, or educational applications.</p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-086c3596913d5ec87461470051a86d69\" style=\"color:#986e13\">Technical performance: promising results</h2>\n\n\n\n<p>DeepSeek R1-0528 stands out in several public benchmarks, including:</p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MMLU (Massive Multitask Language Understanding)</strong>: 78.1% (development), comparable to GPT-4.</li>\n\n\n\n<li><strong>GSM8K (mathematical problem-solving)</strong>: 91.0%, outperforming Claude 3 and Gemini 1.5.</li>\n\n\n\n<li><strong>HumanEval (Python code problem-solving)</strong>: 88.7%, outperforming Mistral Large<sup><a href=\"#ref2\">2</a></sup>.</li>\n</ul>\n\n\n\n<p class=\"text-justify\">These results demonstrate a <strong>high level of technical sophistication</strong> for an open-source model, which is often perceived as less capable than proprietary solutions. By leveraging the MoE architecture, DeepSeek optimizes adaptability, scalability, and inference speed.</p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-e980d45349d133919be215660d398798\" style=\"color:#986e13\">Identified use cases for open-source AI</h2>\n\n\n\n<p>The flexibility of the DeepSeek R1-0528 opens up new possibilities in several sectors:</p>\n\n\n\n<ul class=\"wp-block-list\">\n<li id=\"text-justify\"><strong>Education</strong>: creation of educational content in Chinese, English, and French; solutions to technical or math problems.</li>\n\n\n\n<li><strong>Finance</strong>: report analysis, automated generation of industry summaries.</li>\n\n\n\n<li><strong>Industry</strong>: Support for predictive maintenance through integration with IoT systems.</li>\n\n\n\n<li><strong>R&D</strong>: AI-assisted research in scientific literature.</li>\n</ul>\n\n\n\n<p class=\"text-justify\">Startups in Asia and Europe are already testing the model on cloud platforms such as Hugging Face and vLLM, where it is available for free download.</p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-c96f5af26b822bb42fa448c3a09686d8\" style=\"color:#986e13\">Open source as a driver of technological sovereignty</h2>\n\n\n\n<p class=\"text-justify\">The open-source release of DeepSeek R1-0528 is part of a broader strategy for technological self-reliance. Against a backdrop of AI models being concentrated in the hands of a few major U.S. companies, this type of initiative strengthens the <strong>sovereign and interoperable</strong> development capabilities of public and private sector actors.</p>\n\n\n\n<p class=\"text-justify\">Like <strong>Mistral AI</strong> and <strong>Falcon LLM</strong>, DeepSeek contributes to an ecosystem in which <strong>open standards and transparent models</strong> are set to play a central role in the democratization and regulation of AI.</p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-0a3b3952a8d45b450f481949f944f2e7\" style=\"color:#986e13\">Toward Responsible, High-Performance, and Collaborative AI</h2>\n\n\n\n<p>DeepSeek reaffirms its commitment to responsible AI:</p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The R1-0528 model is <strong>open-source</strong>(source code and weighting factors available),</li>\n\n\n\n<li>safety filters are built in to prevent generation drift,</li>\n\n\n\n<li>Community monitoring is provided alongside the release via GitHub and Hugging Face.</li>\n</ul>\n\n\n\n<p class=\"text-justify\">Rather than pitting innovation against regulation, DeepSeek advocates for <strong>open cooperation</strong>, in which technological performance operates within a transparent, well-documented framework that complies with the growing requirements of the European AI Act<sup><a href=\"#ref3\">3</a></sup>.</p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-ecad9efdd3dc05dde5eae64a65d78f83\" style=\"color:#986e13\">Healthy competition that drives the global AI ecosystem</h2>\n\n\n\n<p class=\"text-justify\">The arrival of DeepSeek R1-0528 reflects a broader trend: <strong>the rise of high-performance open-source models</strong>. Far from undermining the industry giants, these alternatives foster innovation, healthy competition, and the acceleration of industry standards.</p>\n\n\n\n<p class=\"text-justify\">As Meta prepares LLaMA 3 and Mistral announces a future multilingual MoE, open source is emerging as <strong>a credible and strategic path</strong> for companies seeking to integrate generative AI into their processes while maintaining control and transparency.</p>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-19fdafd4a8441eb61b5d0fa20a78a13b\" style=\"color:#5a5e83\">References</h3>\n\n\n\n<p id=\"ref1\" style=\"text-align:justify;\">1. DeepSeek. (2025). <br/> <a href=\"https://github.com/deepseek-ai/DeepSeek-V2\">https://github.com/deepseek-ai/DeepSeek-V2 </a>\n</p>\n\n\n\n<p id=\"ref2\" style=\"text-align:justify;\">2. DeepSeek. (2025). <br/> <a href=\"https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard\">https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard</a>\n</p>\n\n\n\n<p id=\"ref3\" style=\"text-align:justify;\">3. European Commission. (2024). <br/> <a href=\"https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai\">https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai</a>\n</p>\n","protected":false},"excerpt":{"rendered":"<p>On May 28, 2025, DeepSeek, an emerging AI player in China, unveiled DeepSeek R1-0528, a powerful update to its open-source model, which aims to compete with top-performing proprietary models such as GPT-4.5 (OpenAI) and Gemini 2.5 Pro (Google). </p>\n","protected":false},"author":2,"featured_media":203749,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[44],"tags":[59],"class_list":{"0":"post-203747","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-avancees-technologiques-en-ia","8":"tag-parlonsia"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https://yoast.com/product/yoast-seo-wordpress/ -->\n<title>DeepSeek R1-0528: The open-source model that rivals GPT-4 and Gemini</title>\n<meta name=\"description\" content=\"DeepSeek launches R1-0528, an open-source generative AI model with impressive performance. A formidable alternative to OpenAI and Google.\">\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\">\n<link rel=\"canonical\" href=\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\">\n<meta property=\"og:locale\" content=\"fr_FR\">\n<meta property=\"og:type\" content=\"article\">\n<meta property=\"og:title\" content=\"DeepSeek R1-0528: The open-source model that rivals GPT-4 and Gemini\">\n<meta property=\"og:description\" content=\"DeepSeek launches R1-0528, an open-source generative AI model with impressive performance. A formidable alternative to OpenAI and Google.\">\n<meta property=\"og:url\" content=\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\">\n<meta property=\"og:site_name\" content=\"aivancity blog\">\n<meta property=\"article:published_time\" content=\"2025-06-05T13:05:26+00:00\">\n<meta property=\"article:modified_time\" content=\"2025-06-05T13:07:23+00:00\">\n<meta property=\"og:image\" content=\"https://www.aivancity.ai/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png\">\n\t<meta property=\"og:image:width\" content=\"1024\">\n\t<meta property=\"og:image:height\" content=\"1024\">\n\t<meta property=\"og:image:type\" content=\"image/png\">\n<meta name=\"author\" content=\"aivancity\">\n<meta name=\"twitter:card\" content=\"summary_large_image\">\n<meta name=\"twitter:label1\" content=\"Écrit par\">\n\t<meta name=\"twitter:data1\" content=\"aivancity\">\n\t<meta name=\"twitter:label2\" content=\"Durée de lecture estimée\">\n\t<meta name=\"twitter:data2\" content=\"4 minutes\">\n<script type=\"application/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#article\",\"isPartOf\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\"},\"author\":{\"name\":\"aivancity\",\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86\"},\"headline\":\"Open source en force : DeepSeek R1-0528 veut rivaliser avec les intelligences artificielles les plus avancées\",\"datePublished\":\"2025-06-05T13:05:26+00:00\",\"dateModified\":\"2025-06-05T13:07:23+00:00\",\"mainEntityOfPage\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\"},\"wordCount\":718,\"commentCount\":0,\"image\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage\"},\"thumbnailUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png\",\"keywords\":[\"Parlons IA\"],\"articleSection\":[\"Avancées technologiques en IA\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\",\"url\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\",\"name\":\"DeepSeek R1-0528 : le modèle open source qui rivalise avec GPT-4 et Gemini\",\"isPartOf\":{\"@id\":\"https://www.aivancity.ai/blog/#website\"},\"primaryImageOfPage\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage\"},\"image\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage\"},\"thumbnailUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png\",\"datePublished\":\"2025-06-05T13:05:26+00:00\",\"dateModified\":\"2025-06-05T13:07:23+00:00\",\"author\":{\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86\"},\"description\":\"DeepSeek launches R1-0528, an open-source generative AI model with impressive performance. A formidable alternative to OpenAI and Google.\",\"breadcrumb\":{\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage\",\"url\":\"https://aivancity.ai/en/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png\",\"contentUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png\",\"width\":1024,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https://www.aivancity.ai/blog/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Open source en force : DeepSeek R1-0528 veut rivaliser avec les intelligences artificielles les plus avancées\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://www.aivancity.ai/blog/#website\",\"url\":\"https://www.aivancity.ai/blog/\",\"name\":\"aivancity blog\",\"description\":\"Advancing Education in Artificial Intelligence\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://www.aivancity.ai/blog/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86\",\"name\":\"aivancity\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g\",\"url\":\"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g\",\"contentUrl\":\"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g\",\"caption\":\"aivancity\"},\"url\":\"https://aivancity.ai/en/blog/author/romdhani/\"}]}</script>\n<!-- / Yoast SEO plugin. -->","yoast_head_json":{"title":"DeepSeek R1-0528: The open-source model that rivals GPT-4 and Gemini","description":"DeepSeek launches R1-0528, an open-source generative AI model with impressive performance. A formidable alternative to OpenAI and Google.","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://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/","og_locale":"fr_FR","og_type":"article","og_title":"DeepSeek R1-0528 : le modèle open source qui rivalise avec GPT-4 et Gemini","og_description":"DeepSeek lance R1-0528, un modèle open source d’IA générative aux performances impressionnantes. Une alternative souveraine face à OpenAI et Google.","og_url":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/","og_site_name":"aivancity blog","article_published_time":"2025-06-05T13:05:26+00:00","article_modified_time":"2025-06-05T13:07:23+00:00","og_image":[{"width":1024,"height":1024,"url":"https://www.aivancity.ai/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png","type":"image/png"}],"author":"aivancity","twitter_card":"summary_large_image","twitter_misc":{"Écrit par":"aivancity","Durée de lecture estimée":"4 minutes"},"schema":{"@context":"https://schema.org","@graph":[{"@type":"Article","@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#article","isPartOf":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/"},"author":{"name":"aivancity","@id":"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86"},"headline":"Open source en force : DeepSeek R1-0528 veut rivaliser avec les intelligences artificielles les plus avancées","datePublished":"2025-06-05T13:05:26+00:00","dateModified":"2025-06-05T13:07:23+00:00","mainEntityOfPage":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/"},"wordCount":718,"commentCount":0,"image":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage"},"thumbnailUrl":"https://aivancity.ai/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png","keywords":["Parlons IA"],"articleSection":["Avancées technologiques en IA"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#respond"]}]},{"@type":"WebPage","@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/","url":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/","name":"DeepSeek R1-0528 : le modèle open source qui rivalise avec GPT-4 et Gemini","isPartOf":{"@id":"https://www.aivancity.ai/blog/#website"},"primaryImageOfPage":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage"},"image":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage"},"thumbnailUrl":"https://aivancity.ai/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png","datePublished":"2025-06-05T13:05:26+00:00","dateModified":"2025-06-05T13:07:23+00:00","author":{"@id":"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86"},"description":"DeepSeek launches R1-0528, an open-source generative AI model with impressive performance. A formidable alternative to OpenAI and Google.","breadcrumb":{"@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#primaryimage","url":"https://aivancity.ai/en/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png","contentUrl":"https://aivancity.ai/blog/wp-content/uploads/2025/06/DeepSeek-R1-0528.png","width":1024,"height":1024},{"@type":"BreadcrumbList","@id":"https://www.aivancity.ai/blog/open-source-en-force-deepseek-r1-0528-veut-rivaliser-avec-les-intelligences-artificielles-les-plus-avancees/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https://www.aivancity.ai/blog/"},{"@type":"ListItem","position":2,"name":"Open source en force : DeepSeek R1-0528 veut rivaliser avec les intelligences artificielles les plus avancées"}]},{"@type":"WebSite","@id":"https://www.aivancity.ai/blog/#website","url":"https://www.aivancity.ai/blog/","name":"aivancity blog","description":"Advancing Education in Artificial Intelligence","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.aivancity.ai/blog/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https://www.aivancity.ai/blog/#/schema/person/328ad43488c5a9862120397242946d86","name":"aivancity","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g","url":"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g","contentUrl":"https://secure.gravatar.com/avatar/7dc107f50fcc29a52e9e6704b51b2692c12abbd1e30492734163b097a2c1c3ae?s=96&d=mm&r=g","caption":"aivancity"},"url":"https://aivancity.ai/en/blog/author/romdhani/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/203747","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts"}],"about":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/types/post"}],"author":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/users/2"}],"replies":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/comments?post=203747"}],"version-history":[{"count":3,"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/203747/revisions"}],"predecessor-version":[{"id":203753,"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/203747/revisions/203753"}],"wp:featuredmedia":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/media/203749"}],"wp:attachment":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/media?parent=203747"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/categories?post=203747"},{"taxonomy":"post_tag","embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/tags?post=203747"}],"curies":[{"name":"wp","href":"https://api.w.org/{rel}","templated":true}]}}