{"id":88331,"date":"2026-03-06T21:13:57","date_gmt":"2026-03-06T21:13:57","guid":{"rendered":"https:\/\/degreed.com\/experience\/?p=88331"},"modified":"2026-03-06T21:15:08","modified_gmt":"2026-03-06T21:15:08","slug":"collaborative-human-ai-learning","status":"publish","type":"post","link":"https:\/\/degreed.com\/experience\/blog\/collaborative-human-ai-learning\/","title":{"rendered":"From Courses to Conversations: Collaborative Human-AI Learning"},"content":{"rendered":"\n<p>AI has moved from the margins of business strategy to its center. It has skyrocketed from being mentioned in less than 10% of corporate earnings calls a few years ago to <a href=\"https:\/\/insight.factset.com\/highest-number-of-sp-500-earnings-calls-citing-ai-over-the-past-10-years-1#:~:text=Overall%2C%20the%20term%20%E2%80%9CAI%E2%80%9D,0.3%25).\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">appearing in nearly 100% today<\/a>. AI is creating foundational shifts in how we work, where we concentrate our efforts, and our organizational strategies for growth and innovation.<\/p>\n\n\n\n<p>AI is also changing how people <em>learn<\/em> at work.&nbsp;<\/p>\n\n\n\n<p>This moment represents both urgency and opportunity for human development. For learning programs, traditional courses and static content libraries aren\u2019t cutting it anymore. They can\u2019t keep up with the speed at which needed skills evolve and they aren\u2019t personalized enough to support the kind of continual development that employees need to remain relevant and agile in their roles.<\/p>\n\n\n\n<p>But AI can help make upskilling more dynamic, interactive, and therefore more effective. For example, this can look like: getting instant feedback, talking through high-stakes conversations, or practicing a presentation.&nbsp;<\/p>\n\n\n\n<p>Let\u2019s take a deeper dive into how human-AI interactions are changing learning, and how to make the most of these opportunities\u2014for both the organization and individual employees.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ai-is-expanding-into-what-previously-were-human-only-interactions\"><strong>AI is Expanding Into What Previously Were Human-Only Interactions<\/strong><\/h2>\n\n\n\n<p>One of the most significant developmental shifts is the move from human-to-human interactions to a mix of human-AI collaborations. Activities that once required peer or mentor relationships\u2014like coaching, role plays, and simulations\u2014are now being augmented by AI capabilities.<\/p>\n\n\n\n<p>Getting enough regular feedback interactions, coaching sessions, and role plays was less feasible when it was just humans to humans. There are limited hours in the day, scheduling conflicts, and competing responsibilities at play. Managers and colleagues don\u2019t always have time to support a team member who wants to practice that important presentation for the third time, even if they need the extra practice.&nbsp;<\/p>\n\n\n\n<p>In the words of Nicole Helmer, Degreed\u2019s Chief Product Officer, <a href=\"https:\/\/get.degreed.com\/degreed-in-action-vision-2025\">during a recent webinar<\/a>: &#8220;These were human-only interactions. They&#8217;re now human and AI interactions, and there&#8217;s tremendous value to be unlocked by thinking about the scalability and the personalization that comes from those sorts of AI experiences.&#8221;<\/p>\n\n\n\n<p>These newer human-AI interactions are not replacing interpersonal connection, they are expanding opportunities to learn more effectively, develop skills faster, and as a result, they grow human potential better. Now, <a href=\"https:\/\/degreed.com\/experience\/blog\/managers-use-ai-for-team-development\/\" target=\"_blank\" rel=\"noreferrer noopener\">managers don\u2019t have to do all of the one-on-one coaching themselves, and can instead leverage AI to help them upskill their teams<\/a>.\u00a0<\/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=\"The Learning Algorithm: How Managers Can Use AI to Develop Their Teams\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/SgkYRHsARqk?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<p>There will always be a need for those one-on-one human interactions, they can become more purposeful and intentional, since AI tools can now provide some ongoing interactive coaching and feedback.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/degreed.com\/experience\/artificial-intelligence\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"213\" src=\"https:\/\/explore.degreed.com\/wp-content\/uploads\/2026\/02\/Maestro_Blog-CTA-1024x213.png\" alt=\"\" class=\"wp-image-87864\"\/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Human-AI Learning that Stays With You<\/strong><\/h2>\n\n\n\n<p>One of the most exciting developments in the intersection of AI, learning, and human intelligence is how technology is making knowledge more accessible within daily workflows. <a href=\"https:\/\/degreed.com\/experience\/blog\/announcing-degreed-mcp\/\" target=\"_blank\" rel=\"noreferrer noopener\">Degreed is formalizing Model Context Protocol (MCP) capabilities<\/a> that allow learning content and recommendations to become available through enterprise-level AI agents, ensuring that knowledge finds the learner through different platforms and tools, when and where they need it.<\/p>\n\n\n\n<p>Much like how Google Maps can provide relevant directions to a new place because it knows your current location, MCP-enabled systems understand your work and knowledge context to deliver appropriate learning recommendations. This creates a more seamless integration between work and learning, breaking down the barriers between the two.<\/p>\n\n\n\n<p>&#8220;If that&#8217;s now where people are experiencing their working life, we want to be able to offer individuals the right nudges, the right discovery, the right learning initiation in that flow of work,&#8221; Helmer notes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Double Down on Human Capabilities<\/strong><\/h2>\n\n\n\n<p>It\u2019s all too easy to assume that your workforce can rely on AI, whether it\u2019s for information, strategy, or advice. Leaders have to be cognizant to avoid this tendency, and to guide employees to avoid it as well.&nbsp;<\/p>\n\n\n\n<p>The value of human capability doesn\u2019t decrease in an AI-enabled workplace. It increases. But only if there\u2019s a deliberate effort to go beyond reliance on AI for fast and easy access to information. As Helmer said: \u201cWe have got to be training people to think, not just to access answers.\u201d<\/p>\n\n\n\n<p>The real goal of AI transformation is far more complex: to complement and empower humans to grow their capabilities and increase what\u2019s possible.&nbsp;<\/p>\n\n\n\n<p>Judgment. Adaptability. Critical thinking. The ability to navigate ambiguity. These capabilities are not generated by AI tools, and they can\u2019t be replaced by them either. These human skills are built through deliberate practice and development over time. Employees know it, too. According to Degreed data, <a href=\"https:\/\/degreed.com\/experience\/blog\/top-skills-for-2026-are-human-skills\/\" target=\"_blank\" rel=\"noreferrer noopener\">seven of the 10 most in-demand skills for 2026 are human skills<\/a> like leadership, communication, and problem solving. It\u2019s clear that employees and leaders alike are investing in developing their human skills alongside their AI skills, recognizing the essential importance of both.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Make Human Development More Dynamic and Effective<\/strong><\/h2>\n\n\n\n<p>Static courses and episodic development programs are no longer enough to meet the needs of today\u2019s employees, as they seek to keep pace with the rapid change caused by evolving technology. Human-AI learning collaboration offers a new model:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Humans provide context, judgment, and creativity.<\/li>\n\n\n\n<li>AI offers scale, personalization, and continuous reinforcement.<\/li>\n\n\n\n<li>Together, they build capability that evolves as fast as work does.<\/li>\n<\/ul>\n\n\n\n<p>Organizations that thrive in this environment won\u2019t be the ones with the most AI tools. They\u2019ll be the ones who use AI to help people develop more effectively, and as quickly as the skills they need change.<\/p>\n\n\n\n<p>To learn more about this human-AI learning collaboration, <a href=\"https:\/\/get.degreed.com\/degreed-in-action-vision-2025\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">watch the full Degreed in Action webinar series<\/a>.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI has moved from the margins of business strategy to its center. It has skyrocketed from being mentioned in less than 10% of corporate earnings calls a few years ago to appearing in nearly 100% today. AI is creating foundational shifts in how we work, where we concentrate our efforts, and our organizational strategies for [&hellip;]<\/p>\n","protected":false},"author":58,"featured_media":88332,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[572],"tags":[],"post_folder":[],"class_list":["post-88331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-innovation-in-learning"],"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>From Courses to Conversations: Collaborative Human-AI Learning - Degreed<\/title>\n<meta name=\"description\" content=\"Learn how human-AI learning collaboration and Model Context Protocol (MCP) are redefining development, critical thinking, upskilling, and the flow of work.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/degreed.com\/experience\/blog\/collaborative-human-ai-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Courses to Conversations: Collaborative Human-AI Learning\" \/>\n<meta property=\"og:description\" content=\"Learn how human-AI learning collaboration and Model Context Protocol (MCP) are redefining development, critical thinking, upskilling, and the flow of work.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/degreed.com\/experience\/blog\/collaborative-human-ai-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Degreed\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DegreedOfficial\" \/>\n<meta property=\"article:published_time\" 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