{"id":47327,"date":"2026-03-23T16:34:21","date_gmt":"2026-03-23T16:34:21","guid":{"rendered":"https:\/\/naijaglobalnews.org\/?p=47327"},"modified":"2026-03-23T16:34:21","modified_gmt":"2026-03-23T16:34:21","slug":"cornell-module-builds-critical-thinking-in-ai-era","status":"publish","type":"post","link":"https:\/\/naijaglobalnews.org\/?p=47327","title":{"rendered":"Cornell Module Builds Critical Thinking in AI Era"},"content":{"rendered":"<p>\n<\/p>\n<p>In the age of artificial intelligence, researchers at Cornell University have created an online module aimed at helping students build one of higher education\u2019s most enduring\u2014and often elusive\u2014desirable skills: critical thinking.<\/p>\n<p>Cornell piloted the asynchronous, 75-minute module in six introductory-level courses beginning in 2022. It provides students with a shared language and foundational framework around critical thinking, while helping instructors across disciplines connect those skills to their course content. Today, it remains in use across multiple classes, with roughly 7,000 students having completed it.<\/p>\n<p>Mark Sarvary, director of biology teaching laboratories in Cornell\u2019s College of Agriculture and Life Sciences, helped spearhead the module and has continued using it in his courses ever since.<\/p>\n<p>\u201cOne of the reasons we developed the module, which grew out of a faculty survey, was to see whether faculty are actually teaching critical thinking,\u201d Sarvary said. \u201cMany of us include it in our learning objectives, but when you look closely at courses, it\u2019s often not taught explicitly.\u201d<\/p>\n<p>From the survey, Sarvary noted, faculty who taught first-year courses found that roughly 83\u00a0percent of students lacked sufficient critical thinking skills. The module breaks critical thinking down into specific skills, including accessing relevant information, evaluating different points of view, considering evidence that challenges a line of reasoning, and accepting ambiguity or uncertainty.<\/p>\n<p>\u201cThat\u2019s especially relevant in the age of AI, when we\u2019re asking whether critical thinking is being replaced\u2014or is necessary to evaluate these tools,\u201d he added. \u201cIf students don\u2019t know when they\u2019re using those skills, it\u2019s hard for them to answer those questions.\u201d<\/p>\n<p>Christina Schmidt, director of curriculum development and instructional support at Cornell\u2019s College of Agriculture and Life Sciences and a co-developer of the module, said such skills can be developed, but if they\u2019re not taught intentionally, they can be difficult for students to identify.<\/p>\n<p>\u201cOne of the obstacles to teaching critical thinking is having a clear definition, so that was one of the things we aimed to address with the module,\u201d Schmidt said. \u201cYou don\u2019t have to check all of these boxes for it to count as critical thinking, but these are all elements of it\u2014especially if we want it to apply across different disciplines.\u201d<\/p>\n<p>\u201cThe inherent need for a pithy, short description of critical thinking isn\u2019t as functional as being able to identify these different skills and dispositions,\u201d she added.<\/p>\n<p>The need for those skills is reflected in a recent <em>Inside Higher Ed<\/em> Student Voice survey of more than 1,000 two- and four-year students nationwide, which found that about 35\u00a0percent of respondents said they are seeking roles that emphasize uniquely human skills and want a better understanding of how AI is used in their field. Similarly, a study of human resources, learning and technical officers at global firms by the Learning Society at Stanford University found that AI technologies are \u201ctransforming demand for human capabilities, and reshaping work and workers as much as they are replacing tasks.\u201d<\/p>\n<p>\u201cOne of the real challenges is helping students connect those dots,\u201d Schmidt said. \u201cThey often aren\u2019t able to see patterns or transfer critical thinking skills between different contexts, which is ultimately what we want them to be able to do.\u201d<\/p>\n<p><strong>How the module works:<\/strong> In addition to skills involved in critical thinking, the module outlined key dispositions of critical thinkers, such as a willingness to acknowledge and correct flaws in one\u2019s own reasoning, awareness of gaps in one\u2019s knowledge, comfort with saying \u201cI don\u2019t know,\u201d and the curiosity to seek out missing information.<\/p>\n<p>Schmidt said a questionnaire administered before and after the module highlighted its effectiveness. Prior to completing it, students with little or no experience in critical thinking reported low confidence in areas such as defining the concept and understanding its role in academic success. Afterward, their confidence increased measurably.<\/p>\n<p>\u201cOne of the things we looked at was having students describe what they thought critical thinking was\u2014like picking three words,\u201d Schmidt said. \u201cBefore the module, many of their responses were fixed, innate concepts like \u2018brain,\u2019 \u2018intelligence\u2019 and \u2018hard.\u2019 By the end, words like \u2018curiosity\u2019 became some of the most popular, along with concepts such as perception and bias.\u201d<\/p>\n<p>\u201cThat demonstrated a dramatic shift from thinking about critical thinking as an innate skill to seeing it as something that can be developed, explored and practiced in class,\u201d she added.<\/p>\n<p><strong>Why this is important:<\/strong> Sarvary called the module a \u201cwin-win\u201d for students and faculty.<\/p>\n<p>\u201cThis module benefits faculty as well because it\u2019s discipline-independent and easy to implement in courses,\u201d Sarvary said. \u201cHelping students understand and evaluate AI outcomes is just a cherry on top.\u201d<\/p>\n<p>Schmidt highlighted its broader significance for higher education in the AI era.<\/p>\n<p>\u201cWe\u2019re at a pivotal moment where AI is effectively forcing higher ed to examine the unique value we provide,\u201d Schmidt said. \u201cThe module gets the conversation started and gives students the foundational language to distinguish what\u2019s artificial from what\u2019s human intelligence.\u201d<\/p>\n<p><em>Get more content like this directly to your inbox. <\/em><em>Subscribe here.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the age of artificial intelligence, researchers at Cornell University have created an online module aimed at helping students build one of higher education\u2019s most enduring\u2014and often elusive\u2014desirable skills: critical thinking. Cornell piloted the asynchronous, 75-minute module in six introductory-level courses beginning in 2022. It provides students with a shared language and foundational framework around<\/p>\n","protected":false},"author":1,"featured_media":47328,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[57],"tags":[8904,18799,1387,6338,23951,5224],"class_list":{"0":"post-47327","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-education","8":"tag-builds","9":"tag-cornell","10":"tag-critical","11":"tag-era","12":"tag-module","13":"tag-thinking"},"_links":{"self":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/47327","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47327"}],"version-history":[{"count":0,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/47327\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/media\/47328"}],"wp:attachment":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47327"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47327"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47327"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}