{"resourceId":"notre-dame-student-government-trustees-ai-use-20261009","versions":[{"version":"external-d1a567ad2fb026d4aba5f6a58d65255512f70f42cfbe8ad2d6c8d39f320c266c","resource":{"id":"notre-dame-student-government-trustees-ai-use-20261009","title":"Notre Dame student government briefs trustees on student AI use as university debates campus-wide AI policy","organization":"University of Notre Dame student government; Board of Trustees; Division of Student Affairs (survey)","sector":"Higher education student success / institutional AI policy and student voice","geography":"United States (Indiana; single private university)","publishedAt":"The Observer (Notre Dame and Saint Mary's student newspaper), 9 October 2026","publicationDate":"2026-10-09","eventDate":"2026-10-06","sourceName":"The Observer","sourceLabel":"Student newspaper report of a student-government presentation citing an institutional senior survey","sourceUrl":"https://www.ndsmcobserver.com/article/student-government-speaks-to-board-of-trustees-about-undergraduate-a-i-use-20261009","evidenceClass":"independent-reporting","outcomeClass":"emerging","topics":["governance-procurement","knowledge-work","operating-model"],"finding":"Student government leaders presented to Notre Dame's Board of Trustees, which requested AI as the fall topic because it is debating a University-wide AI policy. Drawing on a Division of Student Affairs survey of the class of 2026 and conversations with professors, they reported AI mainly affects students academically and professionally; the student body president said only 7% of graduating seniors use AI emotionally versus a national average of about 28%. Course rules vary widely, from heavy use in computer science to a full ban in liberal studies and classics, to Spanish assignments critiquing AI-written papers. Student government favors leaving AI policy to individual colleges and framed AI as a subsidiary tool, not a crutch.","sledRelevance":"Reported 9 October, this shows a U.S. governing board actively weighing a campus-wide AI policy with direct student input and institutional survey data, a current decision point for student-success and academic-policy leaders.","evidence":"Senior survey by the Division of Student Affairs (sample size and methods not reported); 7% versus about 28% comparison is as stated by a student leader; national benchmark source not named.","architectureImplications":"Limited relevance; mentions a student-government dining-hall chatbot as a low-stakes information use case.","governanceImplications":"Board-level policy debate with a student recommendation for college-level discretion; interpretation: campuses must reconcile discipline-specific rules with a common baseline.","securityPrivacyImplications":"Not addressed; survey of emotional AI use implies sensitive data handling if institutions collect it.","caveats":"Student newspaper reporting of a presentation; survey details, sample and national comparator not provided; one private university; no policy decision yet.","streamIds":["student-success"],"roles":{"sales":"The framing point is that governing boards are now asking directly about student AI use. Notre Dame's trustees chose AI as the student-government topic while debating a University-wide policy, and students recommended college-level discretion. This supports conversations about policy frameworks and student-voice data collection. Keep claims bounded: a student newspaper report, survey methods unstated, and the 7% versus 28% comparison comes from a student leader without a named national source.","engineering":"For engineering, the framing point is supporting a federated policy with consistent signals to students. If colleges set different AI rules, the LMS and syllabus templates need a clear per-course AI-use indicator students can see before enrolling or submitting work. Validate by checking whether course AI rules are machine-readable and visible, and whether survey instruments capturing AI use are stored with appropriate protections for sensitive responses.","delivery":"Delivery's framing point is making divergent course rules navigable. Inventory AI rules across colleges, publish a common baseline plus college-specific expectations, and add student AI-use questions to existing senior or climate surveys with documented methods. Brief advisors so they can explain expectations. Interpretation: Notre Dame is still debating, so treat this as a governance pattern rather than a proven approach."},"roleDetails":{"sales":{"customerProblem":"Boards and provosts must set campus AI policy while course rules diverge and student-use data is thin.","stakeholders":["Board of trustees academic committee","Provost","Student government","Division of student affairs","College deans"],"discoveryQuestions":["Is your board reviewing an AI policy this year?","What institutional survey data exists on student AI use?","Do colleges set their own AI rules, and how are students informed?"],"valueHypothesis":"A federated policy framework with survey-based monitoring could reduce confusion over AI rules; impact is unmeasured.","potentialEngagement":"A bounded AI-policy inventory and student-use survey module.","unsupportedClaims":["That Notre Dame students use AI less than national peers in a validated sense","That college-level discretion improves outcomes","Any retention effect"]},"engineering":{"fit":"Institutions standardizing syllabus and LMS signals for course-level AI rules.","architectureIntegration":"Per-course AI-use field in syllabus templates and LMS course pages; survey platform items on AI use.","prerequisites":["Syllabus template governance","Survey office access","LMS admin rights"],"constraints":["Policy not yet decided","Survey methods unreported","Single private U.S. university"],"security":"Protect survey responses about emotional or personal AI use as sensitive data.","proofOfValue":["Audit share of courses with a visible AI-use statement","Pilot survey items with documented sampling","Check student comprehension of course AI rules"]},"delivery":{"work":"Inventory college-level AI rules, publish a baseline plus exceptions, and add AI-use items to an existing survey.","dependencies":["Deans' cooperation","Survey office","Student government input"],"ownership":"Provost's office with college deans; student affairs owns survey items.","skillsAdoption":"Advisors and faculty learn to explain discipline-specific AI expectations.","governanceCheckpoints":["Board or faculty senate policy review","Survey methodology review","Annual policy refresh"],"acceptanceCriteria":["All colleges document AI rules in one place","Survey reports sample size and methods","Advisors briefed before registration period"],"risks":["Inconsistent rules confuse students","Survey response bias","Policy decision delayed indefinitely"]}},"retrievedAt":"2026-10-11T03:16:40Z","enrichedAt":"2026-10-11T03:18:59Z","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Students emphasize preserving critical-thinking and communication skills for employment; AI cannot replace talking to people in job search.","procurementImplications":"Limited relevance; no institutional tool procurement described.","operatingModelImplications":"Varied college-level rules suggest a federated policy model; advising and first-year programs must explain differing course expectations.","sourceVerification":{"openedUrl":"https://www.ndsmcobserver.com/article/student-government-speaks-to-board-of-trustees-about-undergraduate-a-i-use-20261009","referenceExcerpt":"We got survey data that only 7% of the graduating senior class use AI emotionally, whereas the national average is about 28%","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}