{"id":80559,"date":"2026-06-22T16:04:08","date_gmt":"2026-06-22T13:04:08","guid":{"rendered":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/"},"modified":"2026-06-25T16:04:37","modified_gmt":"2026-06-25T13:04:37","slug":"slime-rl-framework-thudm-open-source","status":"publish","type":"post","link":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/","title":{"rendered":"THUDM Open-Sources Slime: The Reinforcement Learning Framework Behind Zhipu AI&#8217;s GLM-5.2"},"content":{"rendered":"<p class=\"wp-block-paragraph\">The Slime RL framework has been officially open-sourced by THUDM, offering developers the exact post-training stack used for Zhipu AI&#8217;s GLM-5.2 model. This release allows researchers to replicate the parallel training loops that combined multiple expert models into a single system. The tool is designed to handle complex, long-horizon agent tasks efficiently.<\/p><h2 class=\"wp-block-heading\">What is the Slime RL framework?<\/h2><p class=\"wp-block-paragraph\">The tool serves as a specialized post-training system for reinforcement learning scaling. Instead of relying on disconnected trainers and rollout services, it integrates training, data generation, and reward computation. This integration occurs within a single, unified path. Developers can access the code directly through the official <a href=\"https:\/\/github.com\/THUDM\/slime\" target=\"_blank\" rel=\"noopener\">GitHub repository<\/a>.<\/p><h2 class=\"wp-block-heading\">Architecture and Core Components<\/h2><p class=\"wp-block-paragraph\">The system consists of three core modules. First, the training module handles the main learning process using Megatron. Second, the rollout module generates new data using SGLang. Finally, the data buffer manages prompt initialization and custom strategies. The Slime RL framework supports both a colocated, synchronous mode and a disaggregated, asynchronous mode. This flexibility is detailed in the <a href=\"https:\/\/lmsys.org\/blog\/2025-07-09-slime\/\" target=\"_blank\" rel=\"noopener\">LMSYS Org blog post<\/a>.<\/p><h2 class=\"wp-block-heading\">Training GLM-5.2 in Two Days<\/h2><p class=\"wp-block-paragraph\">The efficiency of this system is demonstrated by its production pedigree. The entire post-training phase of GLM-5.2 took approximately two days on this platform. This speed is remarkable given that GLM-5.2 is a sparse Mixture-of-Experts model with 750 billion parameters. It features 40 billion active parameters per token and a 1-million-token context window.<\/p><h2 class=\"wp-block-heading\">Market Impact and Open-Source Access<\/h2><p class=\"wp-block-paragraph\">The release has already influenced the global <a href=\"\/category\/ai\/\">artificial intelligence<\/a> sector. According to a <a href=\"https:\/\/www.scmp.com\/tech\/tech-trends\/article\/3357115\/zhipu-ais-stock-rockets-after-chinese-firm-makes-glm-52-open-source\" target=\"_blank\" rel=\"noopener\">South China Morning Post report<\/a>, the stock of the associated firm surged significantly following the open-source announcement. By releasing the Slime RL framework, THUDM provides a highly reliable infrastructure for global AI development. Users can deploy the model locally using various <a href=\"\/category\/apps\/\">software<\/a> tools like SGLang and vLLM.<\/p>","protected":false},"excerpt":{"rendered":"<p>THUDM has open-sourced Slime, the reinforcement learning framework behind Zhipu AI&#8217;s GLM-5.2 model, enabling rapid post-training scaling.<\/p>\n","protected":false},"author":16,"featured_media":80558,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_meta-robots-noindex":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","_yoast_wpseo_opengraph_title":"THUDM Open-Sources Slime RL Framework","_yoast_wpseo_opengraph_description":"Discover how the newly open-sourced Slime framework powered the rapid training of Zhipu AI's GLM-5.2 model.","_yoast_wpseo_opengraph_image":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","_yoast_wpseo_opengraph_image_id":80558,"_yoast_wpseo_twitter_title":"THUDM Open-Sources Slime RL Framework","_yoast_wpseo_twitter_description":"The post-training stack behind Zhipu AI's GLM-5.2 is now open-source.","_yoast_wpseo_twitter_image":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","_yoast_wpseo_twitter_image_id":80558,"_yoast_wpseo_primary_category":449,"_extra_hide_author_box":"","_extra_featured_post":"0","_partner_post_id":110909,"footnotes":""},"categories":[442,449,24],"tags":[4866,1169,5030,5029,4889],"class_list":["post-80559","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apps","category-ai","category-economy","tag-glm-5-2","tag-open-source-ai","tag-slime-rl","tag-thudm","tag-zhipu-ai","et-has-post-format-content","et_post_format-et-post-format-standard"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Slime RL framework - THUDM Releases Tool | Saudi Shopper<\/title>\n<meta name=\"description\" content=\"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI&#039;s GLM-5.2 model in just two days.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Slime RL framework - THUDM Releases Tool | Saudi Shopper\" \/>\n<meta property=\"og:description\" content=\"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI&#039;s GLM-5.2 model in just two days.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/\" \/>\n<meta property=\"og:site_name\" content=\"Saudishopper\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SaudiShopper\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/zamil\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-22T13:04:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-25T13:04:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Zamil Safwan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@zsafwan\" \/>\n<meta name=\"twitter:site\" content=\"@ssict\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Zamil Safwan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/\"},\"author\":{\"name\":\"Zamil Safwan\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#\\\/schema\\\/person\\\/8351552105da6d5a684fb7e010f12047\"},\"headline\":\"THUDM Open-Sources Slime: The Reinforcement Learning Framework Behind Zhipu AI&#8217;s GLM-5.2\",\"datePublished\":\"2026-06-22T13:04:08+00:00\",\"dateModified\":\"2026-06-25T13:04:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/\"},\"wordCount\":306,\"publisher\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/slime-rl-framework-thudm.webp\",\"keywords\":[\"GLM-5.2\",\"Open Source AI\",\"Slime RL\",\"THUDM\",\"Zhipu AI\"],\"articleSection\":[\"Apps &amp; Software\",\"Artificial Intelligence\",\"Economy &amp; Business\"],\"inLanguage\":\"en-US\",\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/\",\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/\",\"name\":\"Slime RL framework - THUDM Releases Tool | Saudi Shopper\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/slime-rl-framework-thudm.webp\",\"datePublished\":\"2026-06-22T13:04:08+00:00\",\"dateModified\":\"2026-06-25T13:04:37+00:00\",\"description\":\"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI's GLM-5.2 model in just two days.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#primaryimage\",\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/slime-rl-framework-thudm.webp\",\"contentUrl\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/slime-rl-framework-thudm.webp\",\"width\":1200,\"height\":628,\"caption\":\"Slime RL framework architecture diagram showing training and rollout modules\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/slime-rl-framework-thudm-open-source\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"THUDM Open-Sources Slime: The Reinforcement Learning Framework Behind Zhipu AI&#8217;s GLM-5.2\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/\",\"name\":\"Saudishopper\",\"description\":\"Saudi ICT Shopper News\",\"publisher\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#organization\",\"name\":\"Saudi ICT News\",\"alternateName\":\"Saudi ICT Shopper News\",\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/SSTrans.png\",\"contentUrl\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/SSTrans.png\",\"width\":423,\"height\":165,\"caption\":\"Saudi ICT News\"},\"image\":{\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/SaudiShopper\",\"https:\\\/\\\/x.com\\\/ssict\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/#\\\/schema\\\/person\\\/8351552105da6d5a684fb7e010f12047\",\"name\":\"Zamil Safwan\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g\",\"caption\":\"Zamil Safwan\"},\"description\":\"An experienced technologist with expertise spanning Digital Transformation, E-commerce, Start-ups, and Fintech. Zamil offers insightful analysis on the convergence of finance and technology in the evolving digital landscape.\",\"sameAs\":[\"https:\\\/\\\/zsafwan.net\",\"https:\\\/\\\/www.facebook.com\\\/zamil\",\"https:\\\/\\\/x.com\\\/@zsafwan\"],\"url\":\"https:\\\/\\\/saudishopper.com.sa\\\/en\\\/author\\\/zamil\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Slime RL framework - THUDM Releases Tool | Saudi Shopper","description":"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI's GLM-5.2 model in just two days.","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:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/","og_locale":"en_US","og_type":"article","og_title":"Slime RL framework - THUDM Releases Tool | Saudi Shopper","og_description":"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI's GLM-5.2 model in just two days.","og_url":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/","og_site_name":"Saudishopper","article_publisher":"https:\/\/www.facebook.com\/SaudiShopper","article_author":"https:\/\/www.facebook.com\/zamil","article_published_time":"2026-06-22T13:04:08+00:00","article_modified_time":"2026-06-25T13:04:37+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","type":"image\/webp"}],"author":"Zamil Safwan","twitter_card":"summary_large_image","twitter_creator":"@zsafwan","twitter_site":"@ssict","twitter_misc":{"Written by":"Zamil Safwan","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#article","isPartOf":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/"},"author":{"name":"Zamil Safwan","@id":"https:\/\/saudishopper.com.sa\/en\/#\/schema\/person\/8351552105da6d5a684fb7e010f12047"},"headline":"THUDM Open-Sources Slime: The Reinforcement Learning Framework Behind Zhipu AI&#8217;s GLM-5.2","datePublished":"2026-06-22T13:04:08+00:00","dateModified":"2026-06-25T13:04:37+00:00","mainEntityOfPage":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/"},"wordCount":306,"publisher":{"@id":"https:\/\/saudishopper.com.sa\/en\/#organization"},"image":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#primaryimage"},"thumbnailUrl":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","keywords":["GLM-5.2","Open Source AI","Slime RL","THUDM","Zhipu AI"],"articleSection":["Apps &amp; Software","Artificial Intelligence","Economy &amp; Business"],"inLanguage":"en-US","copyrightYear":"2026","copyrightHolder":{"@id":"https:\/\/saudishopper.com.sa\/en\/#organization"}},{"@type":"WebPage","@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/","url":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/","name":"Slime RL framework - THUDM Releases Tool | Saudi Shopper","isPartOf":{"@id":"https:\/\/saudishopper.com.sa\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#primaryimage"},"image":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#primaryimage"},"thumbnailUrl":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","datePublished":"2026-06-22T13:04:08+00:00","dateModified":"2026-06-25T13:04:37+00:00","description":"The Slime RL framework is now open-source. THUDM released the tool used to train Zhipu AI's GLM-5.2 model in just two days.","breadcrumb":{"@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#primaryimage","url":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","contentUrl":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2026\/06\/slime-rl-framework-thudm.webp","width":1200,"height":628,"caption":"Slime RL framework architecture diagram showing training and rollout modules"},{"@type":"BreadcrumbList","@id":"https:\/\/saudishopper.com.sa\/en\/slime-rl-framework-thudm-open-source\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/saudishopper.com.sa\/en\/"},{"@type":"ListItem","position":2,"name":"THUDM Open-Sources Slime: The Reinforcement Learning Framework Behind Zhipu AI&#8217;s GLM-5.2"}]},{"@type":"WebSite","@id":"https:\/\/saudishopper.com.sa\/en\/#website","url":"https:\/\/saudishopper.com.sa\/en\/","name":"Saudishopper","description":"Saudi ICT Shopper News","publisher":{"@id":"https:\/\/saudishopper.com.sa\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/saudishopper.com.sa\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/saudishopper.com.sa\/en\/#organization","name":"Saudi ICT News","alternateName":"Saudi ICT Shopper News","url":"https:\/\/saudishopper.com.sa\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/saudishopper.com.sa\/en\/#\/schema\/logo\/image\/","url":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2020\/08\/SSTrans.png","contentUrl":"https:\/\/saudishopper.com.sa\/en\/wp-content\/uploads\/2020\/08\/SSTrans.png","width":423,"height":165,"caption":"Saudi ICT News"},"image":{"@id":"https:\/\/saudishopper.com.sa\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SaudiShopper","https:\/\/x.com\/ssict"]},{"@type":"Person","@id":"https:\/\/saudishopper.com.sa\/en\/#\/schema\/person\/8351552105da6d5a684fb7e010f12047","name":"Zamil Safwan","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a483a8920db50e1d6142462856d7925f4a9543091c79df709d1380ea7fbef8ec?s=96&d=https%3A%2F%2Fsaudishopper.com.sa%2Fen%2Fwp-content%2Fuploads%2F2020%2F12%2Fcropped-ss-icon--150x150.png&r=g","caption":"Zamil Safwan"},"description":"An experienced technologist with expertise spanning Digital Transformation, E-commerce, Start-ups, and Fintech. Zamil offers insightful analysis on the convergence of finance and technology in the evolving digital landscape.","sameAs":["https:\/\/zsafwan.net","https:\/\/www.facebook.com\/zamil","https:\/\/x.com\/@zsafwan"],"url":"https:\/\/saudishopper.com.sa\/en\/author\/zamil\/"}]}},"_links":{"self":[{"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/posts\/80559","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/comments?post=80559"}],"version-history":[{"count":1,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/posts\/80559\/revisions"}],"predecessor-version":[{"id":80560,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/posts\/80559\/revisions\/80560"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/media\/80558"}],"wp:attachment":[{"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/media?parent=80559"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/categories?post=80559"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saudishopper.com.sa\/en\/wp-json\/wp\/v2\/tags?post=80559"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}