{"id":13473,"date":"2026-05-21T00:38:26","date_gmt":"2026-05-21T00:38:26","guid":{"rendered":"https:\/\/wildgreenquest.com\/?p=13473"},"modified":"2026-05-21T00:38:26","modified_gmt":"2026-05-21T00:38:26","slug":"from-ai-policies-to-ai-literacy-in-education","status":"publish","type":"post","link":"https:\/\/wildgreenquest.com\/?p=13473","title":{"rendered":"From AI Policies To AI Literacy In Education"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div>\n<figure class=\"embed-base image-embed embed-0\" role=\"presentation\">\n<div style=\"padding-top:66.67%;position:relative\" class=\"image-embed__placeholder\"><picture><source media=\"(min-width: 960px)\" sizes=\"50vw\" srcset=\"https:\/\/imageio.forbes.com\/specials-images\/imageserve\/6a0e049946d1e2278a8b0093\/illustration-of-digital-graduation-cap\/0x0.jpg?width=960&amp;dpr=1 1x, https:\/\/imageio.forbes.com\/specials-images\/imageserve\/6a0e049946d1e2278a8b0093\/illustration-of-digital-graduation-cap\/0x0.jpg?width=960&amp;dpr=1.5 1.5x, https:\/\/imageio.forbes.com\/specials-images\/imageserve\/6a0e049946d1e2278a8b0093\/illustration-of-digital-graduation-cap\/0x0.jpg?width=960&amp;dpr=2 2x\"\/><\/picture><\/div>\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">Schools are shifting from AI policies to AI literacy in education <\/span><\/p>\n<p><small class=\"pGGCM2aD\">getty<\/small><\/div>\n<\/div>\n<\/figure>\n<p>In the three years since ChatGPT was publicly released, the conversation around artificial intelligence in U.S. schools has centered on restriction. Educational institutions debated bans on generative AI tools, updated academic integrity policies and experimented with AI detection software amid concerns about cheating and overreliance on technology. Yet a growing number of schools and universities are now shifting the conversation toward AI literacy in education, reflecting a broader recognition that students will graduate into workplaces where AI tools are embedded in daily workflows. Furthermore, the White House Task Force on AI Education was created by executive order to provide resources for K-12 AI education.<\/p>\n<p>Rather than trying to isolate students from AI technologies, many educational institutions are beginning to focus on teaching students to use AI responsibly, critically and effectively. That shift is moving schools beyond reactive AI policies toward proactive AI literacy focused on judgment, digital literacy and supervised experimentation and reflects adoption in schools worldwide.<\/p>\n<section id=\"ai-literacy-education-becoming-foundational\">\n<h2 class=\"subhead-embed\">AI Literacy in Education Is Becoming Foundational<\/h2>\n<p>The movement toward AI literacy in education is appearing across both K-12 and higher education. Penn State University \u2013 Schuylkill and several Pennsylvania school districts are <a rel=\"nofollow\" href=\"https:\/\/www.govtech.com\/education\/how-schuylkill-county-schools-colleges-are-embracing-ai\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.govtech.com\/education\/how-schuylkill-county-schools-colleges-are-embracing-ai\" aria-label=\"offering courses\">offering courses<\/a> focused on AI tools, digital citizenship and practical use cases. Northeastern University last year partnered with Anthropic to <a rel=\"nofollow\" href=\"https:\/\/www.axios.com\/local\/boston\/2025\/04\/03\/northeastern-ai-claude-partnership\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.axios.com\/local\/boston\/2025\/04\/03\/northeastern-ai-claude-partnership\" aria-label=\"pilot AI tools\">pilot AI tools<\/a> across its curriculum, including a \u201clearning mode\u201d designed to support instruction with AI. <\/p>\n<p>In Ohio, partnerships among organizations including NWN, AI OWL, Intel, Khan Academy, school districts and colleges are creating AI-focused education labs intended to provide students with supervised, hands-on exposure to AI tools through the state\u2019s AI Education Network. <\/p>\n<p>The shift represents more than a technology upgrade. Educational leaders increasingly describe AI literacy as a foundational skill set similar to earlier efforts around computer literacy and internet fluency.<\/p>\n<figure class=\"embed-base image-embed embed-1 alignright\" role=\"presentation\">\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">Steve Rich, president of Fisher College<\/span><\/p>\n<p><small class=\"pGGCM2aD\">Event Photography by \u00a9 Beacon Photography<\/small><\/div>\n<\/div>\n<\/figure>\n<p>\u201cToday, AI literacy and use are no longer options for graduates,\u201d said Steve Rich, President of Fisher College, a private, not-for-profit online and in-person institution in Boston. \u201cIt&#8217;s becoming increasingly essential across every major and discipline.\u201d <\/p>\n<p>That perspective is reshaping how institutions think about AI governance. Rather than focusing exclusively on what students should not do, schools are beginning to emphasize supervised experimentation and guided instruction.<\/p>\n<p>\u201cWe recognize that AI is now an essential component of the workplace and as educators, we must prepare our students for responsible use of AI in the workforce of today and tomorrow,\u201d said Diane Murphy, Dean of Marymount University\u2019s College of Business, Innovation, Leadership and Technology. Marymount\u2019s multifaceted approach includes partnering with the National Science Foundation to offer a graduate applied AI certificate tailored to educators; a bridge program designed to train recent graduates and unemployed workers to become AI fluent in a competitive job market; and offering a university-wide AI literacy program.<\/p>\n<p>\u201cFor the better part of the last two years, the educational conversation around Generative AI has been dominated by a \u2018lockdown\u2019 mentality,\u201d AI OWL noted in background material provided for this article. AI OWL is a workforce development organization founded to advance Ohio\u2019s competitiveness through AI innovation and adoption. \u201cA policy can tell a student what not to do, but it cannot teach them how to lead.\u201d <\/p>\n<\/section>\n<section id=\"building-capacity-ai-literacy-education\">\n<h2 class=\"subhead-embed\">Building Capacity for AI Literacy in Education<\/h2>\n<p>As institutions move from policy discussions toward implementation, many are discovering that AI readiness requires more than access to chatbots or software subscriptions. It also requires infrastructure, curriculum development, educator training and governance frameworks.<\/p>\n<p>President and CEO of technology solutions provider NWN Jim Sullivan believes that many schools first need to modernize their underlying technology environments before they can fully integrate AI into learning.<\/p>\n<figure class=\"embed-base image-embed embed-2 alignleft\" role=\"presentation\">\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">President and CEO of NWN Jim Sullivan<\/span><\/p>\n<p><small class=\"pGGCM2aD\">NWN<\/small><\/div>\n<\/div>\n<\/figure>\n<p>\u201cTo fully leverage AI, many institutions first need to modernize their network infrastructure,\u201d including advanced connectivity and secure, scalable systems, Sullivan said. \u201cThe modern workforce now includes and embeds AI into daily workflows. Higher education and K-12 organizations need to evolve accordingly to prepare students for the future.\u201d<\/p>\n<p>Intel\u2019s Digital Readiness is a public-private partnership with government, academia and industry. Its leadership has similarly emphasized that schools need practical frameworks for responsible AI adoption rather than simply compliance-focused policies.<\/p>\n<figure class=\"embed-base image-embed embed-3 alignright\" role=\"presentation\">\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">Snow White, director of global K12 education trategy &amp; customer outreach at Intel<\/span><\/p>\n<p><small class=\"pGGCM2aD\">Snow White<\/small><\/div>\n<\/div>\n<\/figure>\n<p>\u201cMoving beyond reactive AI policies requires more than rules, it requires readiness,\u201d said Snow White, Director of Global K12 Education Strategy &amp; Customer Outreach at Intel. \u201cIt is important that schools recognize that AI literacy is foundational in the journey to the ultimate goal of AI fluency.\u201d <\/p>\n<p>That readiness effort increasingly includes creating structured environments where students can learn how to evaluate AI outputs, identify weaknesses and apply judgment rather than simply generating answers quickly.<\/p>\n<\/section>\n<section id=\"ai-literacy-education-requires-judgment\">\n<h2 class=\"subhead-embed\">AI Literacy in Education Requires Judgment, Not Dependence<\/h2>\n<p>The concern that AI could weaken learning outcomes if used improperly should shape the ways educators approach implementation. A <a rel=\"nofollow\" href=\"https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2422633122\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2422633122\" aria-label=\"Stanford University study\">Stanford University study<\/a> found that high school math students who used generative AI had substantially higher performance. Yet when the AI was removed, performance was worse compared with those who did not have access at all. The study concluded that guardrails are necessary to avoid students becoming overly reliant on AI.<\/p>\n<p>Tutoring company Revolution Prep is offering an <a rel=\"nofollow\" href=\"https:\/\/www.revolutionprep.com\/hs\/ai-readiness-lab?utm_source=forbes&amp;utm_medium=article&amp;utm_campaign=43882076-AI%20Readiness%20Lab&amp;utm_content=May26\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.revolutionprep.com\/hs\/ai-readiness-lab?utm_source=forbes&amp;utm_medium=article&amp;utm_campaign=43882076-AI%20Readiness%20Lab&amp;utm_content=May26\" aria-label=\"AI Readiness Lab\">AI Readiness Lab<\/a> \u201cdesigned to help high school students build the judgment, responsibility and confidence to use AI as a tool, not a crutch.\u201d Students are taught how to ask better questions, evaluate weaker outputs and strengthen research and problem-solving skills to avoid dependence on AI. <\/p>\n<p>That distinction between assistance and dependency is also emerging in professional education. In the legal profession, where AI tools are rapidly entering research and drafting workflows, some educators argue that schools must teach future professionals how to use AI responsibly without replacing analytical thinking.<\/p>\n<figure class=\"embed-base image-embed embed-4 alignleft\" role=\"presentation\">\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">Joseph Wilson, co-founder of Studicata<\/span><\/p>\n<p><small class=\"pGGCM2aD\">Alex Angelina<\/small><\/div>\n<\/div>\n<\/figure>\n<p>\u201cInstead of asking how to keep AI out of learning, educators should ask how to teach students to use it responsibly without outsourcing their judgment,\u201d said Joseph Wilson, co-founder of Studicata, a law school and bar prep company. \u201cThe goal is AI literacy, not AI avoidance.\u201d <\/p>\n<p>Wilson said AI can help students organize information and reduce inefficiencies but should not replace legal reasoning or critical analysis. <\/p>\n<p>Studicata has also used AI to create a free library of AI-generated, lawyer-verified legal case briefs intended to expand access to study resources that were historically expensive or difficult to obtain. The broader argument is that AI may not only change how students learn, but also who has access to high-quality academic support.<\/p>\n<\/section>\n<section id=\"future-ai-literacy-education\">\n<h2 class=\"subhead-embed\">The Future of AI Literacy in Education<\/h2>\n<p>The institutions experimenting with AI literacy in education today are effectively trying to answer a difficult question in real time: how should schools prepare students for workplaces that are evolving faster than traditional curricula?<\/p>\n<p>That challenge extends beyond technical fluency. Many educators now describe AI readiness as a combination of judgment, digital literacy, critical thinking, ethics and adaptability.<\/p>\n<figure class=\"embed-base image-embed embed-5 alignright\" role=\"presentation\">\n<div>\n<div class=\"bMqrj\">\n<p><span style=\"-webkit-line-clamp:2\" class=\"Ccg9Ib-7 _8XF2kHYM\">Trace Johnson, founder and president of AI OWL, at the Hocking College AI lab ribbon cutting <\/span><\/p>\n<p><small class=\"pGGCM2aD\">AI OWL<\/small><\/div>\n<\/div>\n<\/figure>\n<p>\u201cAI readiness is not just about policy,\u201d said Trace Johnson, Founder and President of AI OWL. \u201cIt is about building students&#8217; and teachers&#8217; capacity to use AI with judgment, creativity and purpose.\u201d <\/p>\n<p>As artificial intelligence adoption accelerates across industries, AI literacy in education may increasingly become a competitive differentiator for schools and universities. Educational institutions may ultimately be judged not by how effectively they restrict AI use, but by how effectively they prepare students to navigate an AI-driven economy responsibly.<\/p>\n<p><em>Did you enjoy this story on AI literacy in education? Don\u2019t miss my next one: use the blue \u201cfollow\u201d button at the top of the article near my byline to follow my work and check out my other columns <\/em><em data-ga-track=\"InternalLink:https:\/\/www.forbes.com\/sites\/heatherwishartsmith\/?sh=7b0139866e52\">here<\/em>.<\/p>\n<\/section>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.forbes.com\/sites\/heatherwishartsmith\/2026\/05\/20\/from-ai-policies-to-ai-literacy-in-education\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Schools are shifting from AI policies to AI literacy in education getty In the three years since ChatGPT was publicly released, the conversation around artificial intelligence in U.S. schools has centered on restriction. Educational institutions debated bans on generative AI tools, updated academic integrity policies and experimented with AI detection software amid concerns about cheating<\/p>\n","protected":false},"author":1,"featured_media":13474,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37],"tags":[],"class_list":["post-13473","post","type-post","status-publish","format-standard","has-post-thumbnail","category-brand-spotlights"],"_links":{"self":[{"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/posts\/13473","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=13473"}],"version-history":[{"count":0,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/posts\/13473\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=\/wp\/v2\/media\/13474"}],"wp:attachment":[{"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=13473"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=13473"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wildgreenquest.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=13473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}