{"id":141648,"date":"2026-01-06T08:00:33","date_gmt":"2026-01-06T13:00:33","guid":{"rendered":"https:\/\/trainingindustry.com\/?post_type=articles&#038;p=141648"},"modified":"2026-06-01T13:28:44","modified_gmt":"2026-06-01T17:28:44","slug":"how-ld-should-approach-building-ai-literacy-in-2026","status":"publish","type":"articles","link":"https:\/\/trainingindustry.com\/articles\/artificial-intelligence\/how-ld-should-approach-building-ai-literacy-in-2026\/","title":{"rendered":"How L&#038;D Should Approach Building AI Literacy in 2026"},"author":7,"featured_media":141649,"template":"","tags":[34077,36460,36606,36599,34455],"class_list":["post-141648","articles","type-articles","status-publish","has-post-thumbnail","hentry","tag-ai-literacy","tag-ai-literacy-skills","tag-2026-in-demand-skills","tag-trending-articles-january-2026","tag-trending-content","global_topic_tax-artificial-intelligence","global_topic_tax-learning-technologies","global_topic_tax-strategy-alignment-and-planning"],"acf":{"sponsored":false,"gated":false,"gated_content_type":"","file_attachment":null,"gated_content":"","form_instruction_header":"To access the full article, please fill out the form below:","pardot_html_embed":"","author_override":true,"author_name":"Carla Rudder","author_image":133106,"author_bio":"Carla Rudder is a senior editor at Training Industry, Inc., where she enjoys working with authors to shape articles that highlight their unique voice and deliver fresh, practical insights for L&amp;D professionals.","excerpt":"If you are a learning leader being told that you need train the business on how to use artificial intelligence (AI), I have news for you. They are already way ahead of you; they just aren\u2019t talking about it.","main_content":"If you are a learning and development (L&amp;D) leader being told that you need train the business on how to use <a href=\"https:\/\/trainingindustry.com\/wiki\/artificial-intelligence\/ai-in-training\/\" target=\"_blank\" rel=\"noopener\">artificial intelligence<\/a> (AI), I have news for you. They are already way ahead of you; they just aren\u2019t talking about it. AI adoption exploded in 2025, and much of it is happening in the shadows.\r\n\r\nAccording to <a href=\"https:\/\/www.cornerstoneondemand.com\/company\/news-room\/press-releases\/hidden-ai-lack-of-training-keeps-ai-use-in-the-shadows-despite-ai-usage-encouragement-from-employers\/\" target=\"_blank\" rel=\"noopener\">new research<\/a> from Cornerstone, 80% of workers already use AI, but the majority don\u2019t disclose it to colleagues or managers. Not out of fear or embarrassment, but because they aren\u2019t sure what \u201cgood\u201d AI use looks like, where the guardrails are or what their company expects of them.\r\n\r\nWith the rapid evolution of AI in recent years, many companies find themselves somewhere between encouragement (\u201cGo experiment with AI!\u201d) and enablement (\u201cHere\u2019s how to use it responsibly and effectively\u201d).\r\n\r\nFor learning leaders, this is an opportunity to lead, but getting it right is hard for myriad reasons. AI literacy means something different to every team, every role and every individual in the organization. Old L&amp;D playbooks do not apply.\r\n\r\nI spoke with three leaders sitting at the center of this shift \u2014 one driving internal AI adoption at a tech company, one researching how organizational learning must adapt as AI accelerates, and one leading global analysis on AI behavior in modern workplaces. Their perspectives indicate that the path forward for L&amp;D will require clarity, curiosity and transparency \u2014 not static training.\r\n<h2>Why Employees Aren\u2019t Talking About Their AI Use \u2014 And Why That Matters<\/h2>\r\nCornerstone\u2019s research revealed a surprising paradox: younger workers use AI the most but are the least likely to disclose it. Mike Bollinger, global vice president of strategic initiatives at Cornerstone, said this signals both cultural and clarity gaps.\r\n\r\n\u201cPeople are being encouraged to use AI, but without proper training or clear expectations, they\u2019re reluctant to say how they used it,\u201d said Bollinger.\r\n\r\nThe result is what Bollinger calls \u201cshadow AI.\u201d Employees are using AI quietly, without guardrails, feedback loops or shared learning.\r\n\r\nIf people learn in private, L&amp;D can\u2019t measure behavior change, understand risks or scale what\u2019s working. To fix this, transparency needs to come from the top, said Bollinger.\r\n\r\n\u201cThe best way to create transparency is for leaders to talk about their own AI use. That makes it a safer place for others to share,\u201d he said.\r\n<h2>Why AI Training Requires a Different Approach for L&amp;D<\/h2>\r\nTraditional training is built on defined outcomes, structured curricula and predictable skill progression. AI breaks every part of that model.\r\n\r\n\u201cThis isn\u2019t the cycle we\u2019re used to in L&amp;D. It can\u2019t be. And if we pretend it is, we\u2019re going to have less and less relevance in this space,\u201d said Melissa Brown, learning and development manager for Holland &amp; Hart, LLP.\r\n\r\nShe describes AI training as a paradigm shift similar to the move from in-person training to virtual delivery \u2014 a shift that also broke L&amp;D models until teams rebuilt their practices.\r\n\r\nBut the AI shift is even faster and more unpredictable. Tools evolve weekly. Roles differ widely in how AI applies. And employees are teaching themselves faster than L&amp;D can build modules.\r\n\r\n\u201cWe could build a whole program today and it would be outdated next week. So we can either keep building programs people ignore, or we can become better at facilitating self-directed learning,\u201d said Brown.\r\n<h2>What AI Literacy Should Look Like in Your Workforce<\/h2>\r\nErin Goldman, senior manager of people development at ZipRecruiter, who is rolling out AI enablement across her organization, distinguishes between AI literacy and AI fluency like so:\r\n\r\n\u201cLiteracy is knowing how to use the tool responsibly, when to use it and how to partner with it in daily work. Fluency is innovating with AI and using it for competitive advantage,\u201d said Goldman.\r\n\r\nBut these definitions are highly fluid, Goldman notes. A pilot group experimenting with AI tools and workflows could quickly start to move toward fluency. On the other hand, \u201cthings are changing in this space all the time. Something that you are fluent in today could be a moot point next week,\u201d she said.\r\n\r\nRather than try to pin down a definition of AI literacy, L&amp;D\u2019s goals should focus on:\r\n<ul>\r\n \t<li><strong>Proficiency, not mastery.<\/strong> Can employees find the tool? Use it effectively? Fact-check it? Apply it to real tasks?<\/li>\r\n \t<li><strong>Safe experimentation.<\/strong> Employees need explicit permission \u2014 and expectations \u2014 to try things, fail and share what they learn. They also need to know where they can go for help if they are stuck or want to brainstorm, says Brown. \u201cThey are in the driver\u2019s seat, not us. It\u2019s very unlikely that L&amp;D will be a better subject matter expert on their specific AI use case than they are. Give up control; focus on being a great partner,\u201d said Brown.<\/li>\r\n \t<li><strong>Role-specific application.<\/strong> Find out what AI literacy means for different parts of the business. Be a part of the conversation as different teams start to figure out what AI can do for them, advised Goldman.<\/li>\r\n \t<li><strong>Workforce differences.<\/strong> As Cornerstone\u2019s research reveals, AI usage looks different across age groups, and stigma and misconceptions persist. L&amp;D should account for these behavioral patterns and psychological barriers.<\/li>\r\n \t<li><strong>Behavior signals, not ROI.<\/strong> Brown said, \u201cYou can\u2019t measure early AI training with ROI. Curiosity is the metric.\u201d Goldman\u2019s team looks at an increase in the number of conversations with Gemini happening throughout the business as a success metric.<\/li>\r\n<\/ul>\r\nThe bottom line is that literacy is not a course or even a clearly-defined end state. It\u2019s a progression that L&amp;D shapes in partnership with the business.\r\n<h2>Where L&amp;D Should Begin<\/h2>\r\nWhen L&amp;D receives the directive to \u201cincrease AI literacy,\u201d all three experts said the first move is to push back \u2014 strategically.\r\n\r\nBollinger said, \u201cYour return volley should be: \u2018What part of the business do we expect it to move the needle on?\u2019\u201d\r\n\r\nBrown echoed this: \u201cIf we\u2019re told to increase literacy without the autonomy to define what literacy means for whom, at what level and how fast, we\u2019re just shooting in the dark. You can\u2019t be successful if you don\u2019t know what the business is really trying to accomplish.\u201d\r\n\r\nAI training only makes sense when it ladders up to use cases that matter \u2014 whether that\u2019s foundational awareness, responsible use guidelines, role-specific enablement or deeper fluency for selected teams.\r\n\r\nIn the absence of defined business goals, Goldman recommends pointing AI training toward efficiency gains.\r\n\r\n\u201cAren\u2019t we all trying to do more with less? It\u2019s a universal business need,\u201d said Goldman. Rather than stalling on AI training while waiting for a clear directive, start to explore these tools\u2019 ability to help you do more with less, she said.\r\n\r\nImportantly, L&amp;D should not do this alone.\r\n\r\n\u201cYou\u2019re going to need help. Start with pilot groups. Work with experts. Partner with tech, legal and business leaders. Don\u2019t try to prescribe everything yourself,\u201d said Bollinger.\r\n\r\nGoldman emphasized the importance of cross-functional alignment early: \u201cAI raises questions around data privacy, security and governance. Legal was one of our earliest partners. They helped define our rules of the road. Tech helped us understand what was possible. L&amp;D helped with enablement. None of this happened in isolation,\u201d she said.\r\n\r\n\u201cWe can\u2019t tell people what to do with AI without understanding what their roles require,\u201d said Brown. \u201cSo rather than prescribe, we guide. We ask questions. We help them brainstorm. We point people to each other\u2019s experiments.\u201d\r\n<h2>The Opportunity \u2014 and the Risk \u2014 for L&amp;D<\/h2>\r\nAI creates one of the biggest enablement challenges L&amp;D has ever faced and one of the biggest openings to lead.\r\n\r\n\u201cThings that come with huge opportunity also come with huge risk. If L&amp;D doesn\u2019t rethink how people learn, AI will expose that quickly,\u201d said Bollinger.\r\n\r\nEmployees are already learning AI on their own. They\u2019re experimenting in quiet, fragmented ways. They\u2019re eager for direction.\r\n\r\nThis is L&amp;D\u2019s moment to step in \u2014 not to be the AI experts, but to help everyone learn together. You can bring clarity where there\u2019s confusion, build psychological safety and help people share what\u2019s working. That\u2019s how you accelerate real adoption across the organization.","full_width":false,"content_band":[{"acf_fc_layout":"social_callout","blockquote":"This isn\u2019t the cycle we\u2019re used to in L&D. It can\u2019t be. And if we pretend it is, we\u2019re going to have less and less relevance in this space."},{"acf_fc_layout":"content_area","wysiwyg":"Explore the AI Adoption and Workforce Readiness Certificate today.\r\n[hubspot type=\"form\" portal=\"47185625\" id=\"fda51908-a449-4670-90d4-9eddc36fafb2\" version=\"v4\"]"}],"tice_sponsors":"","custom_dfp_keywords":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.8 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How L&amp;D Can Build AI Literacy in 2026<\/title>\n<meta name=\"description\" content=\"Employees are already learning AI on their own. They\u2019re eager for direction. 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