{"id":87175,"date":"2025-10-16T17:38:31","date_gmt":"2025-10-16T17:38:31","guid":{"rendered":"https:\/\/degreed.com\/experience\/?p=87175"},"modified":"2025-10-27T16:24:47","modified_gmt":"2025-10-27T16:24:47","slug":"ai-infrastructure-for-learning","status":"publish","type":"post","link":"https:\/\/degreed.com\/experience\/blog\/ai-infrastructure-for-learning\/","title":{"rendered":"Why AI Infrastructure is a Learning Differentiator"},"content":{"rendered":"\n<p>Throughout history, there have been a few pivotal shifts in how humans learn.<\/p>\n\n\n\n<p>The first was the printing press, which codified and spread knowledge at a scale the world had never seen.<\/p>\n\n\n\n<p>The second was the industrial school system, which was built to skill up entire generations for factory and office work.<\/p>\n\n\n\n<p>The third was the internet, which unlocked access to knowledge for billions. It took learning beyond traditional classrooms\u2014into the workforce, into your homes, across your lifetime.<\/p>\n\n\n\n<p>Now, we\u2019re entering the fourth moment: <strong>The rise of AI.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Why AI Infrastructure and Context is Your Learning Differentiator\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/jM7nE1NrduA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-efficiency-isn-t-everything\">Efficiency Isn\u2019t Everything<\/h3>\n\n\n\n<p>AI is already embedded in our meetings, documents, and systems. But just because AI is infused into the work, it doesn\u2019t mean people are <em>learning<\/em>. If anything, so far, AI has made people more efficient, but not more capable. Yet.<\/p>\n\n\n\n<p>That\u2019s a problem. Because most organizations are using AI for one thing: efficiency.<strong> <\/strong>That\u2019s great, but speed does not equal skills.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-infrastructure-still-matters\">Infrastructure Still Matters<\/h3>\n\n\n\n<p>We\u2019ve seen this pattern before. When YouTube arrived, it revolutionized content distribution. It made countless learning resources available everywhere.<\/p>\n\n\n\n<p>But it <em>didn\u2019t<\/em> solve organizational learning. It <em>didn\u2019t<\/em> create more capability. It also <em>didn\u2019t<\/em> solve organizations\u2019 needs for managing employee learning.<\/p>\n\n\n\n<p>Why? Because infrastructure still matters. We need systems, context, feedback, and outcomes.&nbsp;<\/p>\n\n\n\n<p>That applies to AI too. A chatbot on your company portal is not a learning strategy. A CoPilot that summarizes meetings and HR policy documents will not build your bench strength in those topics. Answers don\u2019t build capabilities.<\/p>\n\n\n\n<p>What separates serious, successful AI learning systems isn\u2019t going to be the model, it\u2019s going to be the infrastructure behind it. It\u2019s going to be the foundation that the AI is based on, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learning science<\/li>\n\n\n\n<li>Verifiable skill data<\/li>\n\n\n\n<li>Integration into systems<\/li>\n\n\n\n<li>Organizational context aligned to strategic goals<\/li>\n<\/ul>\n\n\n\n<p>If your AI tools don\u2019t have that, they will not be optimized for learning. That structure is what makes the difference. That\u2019s what will determine the learning impact of this moment.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/10\/IMG_8015-1024x768.jpg\" alt=\"Behind the scenes at Degreed Vision with David Blake speaking about AI infrastructure.\" class=\"wp-image-87176\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-the-challenge-to-upskill-better-and-faster-at-work\">The Challenge to Upskill Better and Faster at Work<\/h3>\n\n\n\n<p>Let me be direct: According to <a href=\"https:\/\/www.weforum.org\/impact\/reskilling-revolution-preparing-1-billion-people-for-tomorrow-s-economy-2c69a13e66\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">WEF<\/a> and <a href=\"https:\/\/www.accenture.com\/us-en\/insights\/pulse-of-change\" target=\"_blank\" rel=\"noreferrer noopener\">Accenture<\/a>, 60% of the world\u2019s workforce need to upskill in the next five years. That\u2019s an increase of 10 percentage points from 2020. And only about 40% of C-suite leaders say they are prepared, which is down 10 percentage points from 2020.&nbsp;<\/p>\n\n\n\n<p>We knew this skill gap was coming five years ago, and leaders are even less prepared for it now. This means that more people need learning and more skills, quicker, now than <em>ever<\/em> <em>before in history<\/em>.&nbsp;<\/p>\n\n\n\n<p>The concept of \u201cjust-in-time learning\u201d was built in the third wave, the internet wave, and it was all about connecting people to content when they need it. But now, work itself is changing. Tasks are being automated. Roles are more fluid. Knowledge has become cheap, yet judgment, adaptability, and creativity are not.<\/p>\n\n\n\n<p>We need a new model for learning. One that matches the pace of change and the reality of today\u2019s AI world. That future looks something like this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adaptive learning skips what people already know and targets the exact skills they\u2019re missing.<\/li>\n\n\n\n<li>Real-time skills intelligence lets you close gaps before they slow you down.&nbsp;<\/li>\n\n\n\n<li>AI helps people get smarter and better at their work, not just faster.<\/li>\n<\/ul>\n\n\n\n<p>And that future? It\u2019s here.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/events.degreed.com\/vision-2025?utm_source=degreed&utm_medium=web&utm_content=pre_blog&utm_campaign=VIRT-VIS-Degreed-GEN-ENG-Vision-10_25\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"200\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2025\/10\/Newsletter-On-demand-600x200-1.png\" alt=\"Watch Vision 2025 on Demand\" class=\"wp-image-87181\" style=\"width:840px;height:auto\"\/><\/a><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how AI infrastructure accelerates successful AI transformation, including the systems, context, feedback, and outcomes people need.<\/p>\n","protected":false},"author":51,"featured_media":87207,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[572,579,592],"tags":[541,562,546,712],"post_folder":[],"class_list":["post-87175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-innovation-in-learning","category-learning-development-strategy","category-skills-talent-mobility","tag-artificial-intelligence","tag-learning-experience","tag-learning-technology","tag-skills-strategy-2"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Why AI Infrastructure is a Learning Differentiator - Degreed<\/title>\n<meta name=\"description\" content=\"Learn how AI infrastructure accelerates successful AI transformation, 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