{"id":717208,"date":"2026-03-17T05:05:11","date_gmt":"2026-03-17T02:05:11","guid":{"rendered":"https:\/\/buradabiliyorum.com\/en\/linkedin-updates-feed-algorithm-with-llm-powered-ranking-and-retrieval\/"},"modified":"2026-03-17T05:05:11","modified_gmt":"2026-03-17T02:05:11","slug":"linkedin-updates-feed-algorithm-with-llm-powered-ranking-and-retrieval","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/linkedin-updates-feed-algorithm-with-llm-powered-ranking-and-retrieval\/","title":{"rendered":"LinkedIn updates feed algorithm with LLM-powered ranking and retrieval"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a2dc19ad35c7\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a2dc19ad35c7\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/linkedin-updates-feed-algorithm-with-llm-powered-ranking-and-retrieval\/#The_new_feed_system_will_analyze_what_users_read_like_and_discuss_to_connect_related_topics_and_push_insightful_posts_to_wider_audiences\" >The new feed system will analyze what users read, like, and discuss to connect related topics and push insightful posts to wider audiences.<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"subhead\" itemprop=\"alternativeHeadline\"><span class=\"ez-toc-section\" id=\"The_new_feed_system_will_analyze_what_users_read_like_and_discuss_to_connect_related_topics_and_push_insightful_posts_to_wider_audiences\"><\/span>The new feed system will analyze what users read, like, and discuss to connect related topics and push insightful posts to wider audiences.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<div class=\"bialty-container\">\n<p>LinkedIn is launching a new AI-powered feed ranking system that uses large language models and GPUs to analyze post content and surface more relevant updates to its 1.3 billion members.<\/p>\n<p><strong>Why we care<\/strong>. Understanding how LinkedIn surfaces content is critical if you want your posts \u2014 or your brand\u2019s \u2014 to be discovered. The new system prioritizes topical relevance and engagement patterns, LinkedIn said. Posts that demonstrate expertise and align with emerging professional conversations may <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/trip-and-travel\/\" data-internallinksmanager029f6b8e52c=\"10\" title=\"Trip &amp; Travel\" target=\"_blank\" rel=\"noopener\">travel<\/a> farther across the network \u2014 even without existing connections.<\/p>\n<p><strong>The details<\/strong>. LinkedIn rebuilt much of its feed recommendation system using large language models, transformer models, and GPU infrastructure. The overhaul centers on two systems: retrieving relevant posts and ranking them in the feed.<\/p>\n<p><strong>Unified retrieval system<\/strong>. LinkedIn replaced several separate discovery systems with a single LLM-powered retrieval model.<\/p>\n<ul class=\"wp-block-list\">\n<li>Previously, feed candidates came from multiple sources, including network activity, trending posts, collaborative filtering, and topic-based systems.<\/li>\n<li>The new <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>roach uses LLM-generated embeddings to understand what posts are about and how they connect to your professional interests.<\/li>\n<li>Now, LinkedIn can link related topics even when they use different terminology. For example, engagement with posts about small modular reactors could surface content about electrical grid infrastructure or renewable energy.<\/li>\n<\/ul>\n<p><strong>Ranking that follows your interests<\/strong>. After retrieval, LinkedIn ranks posts using a transformer-based sequential model. Instead of evaluating posts independently, the model analyzes patterns across your past interactions \u2014 including likes, comments, dwell time, and other signals.<\/p>\n<ul class=\"wp-block-list\">\n<li>This helps LinkedIn detect how your professional interests evolve and recommend content that reflects those shifts.<\/li>\n<\/ul>\n<p><strong><strong>System performance and infrastructure<\/strong><\/strong>. The system runs on GPU infrastructure designed to process millions of posts while keeping feeds fresh.<\/p>\n<ul class=\"wp-block-list\">\n<li>The architecture can update content embeddings within minutes and retrieve candidates in under 50 milliseconds, LinkedIn said.<\/li>\n<\/ul>\n<p><strong>Improving feed quality and authenticity<\/strong>. LinkedIn also <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/pulse\/updates-linkedin-feed-focusing-authentic-relevant-tim-jurka-umwnc\/\">announced updates<\/a> to improve content quality:<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Cracking down on automated engagement.<\/strong> LinkedIn is taking action against comment automation tools, browser extensions, and engagement pods that create inauthentic conversations. These tools violate platform rules and undermine real professional discussions, LinkedIn said.<\/li>\n<li><strong>Reducing engagement bait and generic posts.<\/strong> LinkedIn plans to show less content designed purely to drive comments or clicks \u2014 including posts asking people to comment \u201cYes\u201d to boost reach, posts pairing unrelated videos with text to <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/game\/\" data-internallinksmanager029f6b8e52c=\"7\" title=\"Game\" target=\"_blank\" rel=\"noopener\">game<\/a> distribution, and recycled thought-leadership with little substance.<\/li>\n<li><strong>Helping new members personalize their feeds faster.<\/strong> LinkedIn is testing an \u201cInterest Picker\u201d during signup that lets new users choose topics such as leadership, job search skills, or career growth, helping deliver relevant content from day one.<\/li>\n<\/ul>\n<\/div>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" target=\"_blank\" >Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/searchengineland.com\/linkedin-updates-feed-algorithm-llm-ranking-retrieval-471708\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The new feed system will analyze what users read, like, and discuss to connect related topics and push insightful posts to wider audiences. LinkedIn is launching a new AI-powered feed ranking system that uses large language models and GPUs to analyze post content and surface more relevant updates to its 1.3 billion members. Why we&#8230;<\/p>\n","protected":false},"author":1,"featured_media":717209,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/searchengineland.com\/wp-content\/seloads\/2026\/03\/linkedin-ai-feed-algorithm.png","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-717208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/717208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=717208"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/717208\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/717209"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=717208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=717208"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=717208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}