{"resourceId":"asu-news-agentic-ai-student-experience-conference-recap-crow-students-not-using-provided-tools-20261023","versions":[{"version":"external-d8c0bec235b7922786f04c8dfad4cd30419e8ef4a86718af75f4e5e39c5d0c40","resource":{"id":"asu-news-agentic-ai-student-experience-conference-recap-crow-students-not-using-provided-tools-20261023","title":"ASU conference recap: President Crow says virtually all students use AI but fewer than half use the tools ASU provides; presidents describe agents that resolve bursar and financial-aid holds","organization":"Arizona State University","sector":"Higher education AI strategy, student services agents and AI literacy","geography":"Tempe, Arizona, United States","publishedAt":"ASU News, 23 October 2026 (conference 20 to 22 October)","publicationDate":"2026-10-23","eventDate":"2026-10-21","sourceName":"ASU News","sourceLabel":"Institutional recap of a higher-education AI conference","sourceUrl":"https://news.asu.edu/20261023-science-and-technology-universities-explore-how-balance-ai-development-responsible-use","evidenceClass":"vendor-claim","outcomeClass":"emerging","topics":["developers-agents","knowledge-work","governance-procurement","operating-model"],"finding":"ASU News recapped on 23 October its Agentic AI and the Student Experience conference. President Michael Crow said ASU offers 20 AI programmes and has trained more than 4,000 faculty, but that virtually all students use AI tools and fewer than half use the tools ASU provides. On a presidents' panel, University of Tulsa President Stacy Leeds described a system that could check a student's bursar or financial-aid situation and remove a hold, with a person involved only on escalation, and suggested AI could shorten admissions decisions from months to days; Gateway Community College President Amy Diaz described students handling college business with AI on their own time. will.i.am described an ASU course in which students build private personal agents on a platform from his company, framed around data ownership and the lack of AI regulation.","sledRelevance":"A leader's statement that most students bypass institution-provided AI tools, alongside presidents' plans for agents that act on student accounts, frames adoption and governance questions for student-services AI.","evidence":"Speaker statements reported by the host institution. No usage data behind the fewer-than-half figure is given.","architectureImplications":"Agents described as acting in back-office systems (bursar, financial aid holds) with human escalation. Interpretation: write access to student accounts needs authorisation, audit and rollback design.","governanceImplications":"Speakers stress responsible use without regulation; the account-acting agent idea raises approval questions not discussed in the recap.","securityPrivacyImplications":"A course platform is described as keeping student agents private; no technical detail is given. Agents that remove holds would handle sensitive financial records.","caveats":"Host-institution coverage of its own event, with a commercial partner of a speaker involved. Statements are not evidence of outcomes.","streamIds":["student-success"],"roles":{"sales":"Sales framing: ASU's president says most students use AI but fewer than half use the tools the university provides. Use that to ask institutions what share of students use licensed tools, why others bypass them, and whether agents that act on student accounts are planned. A bounded engagement could assess adoption of provided tools. Do not cite the figure as measured data or promise agent-driven time savings; these are speaker statements.","engineering":"Engineering framing: presidents describe agents that check bursar and financial-aid status and remove holds, escalating to staff. Assess which systems such agents would write to, how actions are authorised and logged, and how errors are reversed. Validate with sandboxed tests on hold-removal rules, permission boundaries and audit trails, and measure provided-tool adoption from licence telemetry rather than speeches, broken down by student group and course.","delivery":"Delivery framing: two operating questions follow. First, measure actual use of provided AI tools by student group and understand why students choose others. Second, before any agent acts on student accounts, define which actions it may take, approval rules, escalation and audit. Pilot read-only status checks before write actions, and review errors with bursar and financial-aid owners on a fixed schedule before expanding scope."},"roleDetails":{"sales":{"customerProblem":"Institutions pay for AI tools many students do not use, and want to reduce bureaucratic barriers such as account holds.","stakeholders":["CIO or enterprise technology lead","Bursar and financial aid directors","Student services leadership","Provost"],"discoveryQuestions":["What share of students use the licensed AI tools, by group?","Why do students choose consumer tools instead?","Which student transactions would an agent be allowed to complete?","How would agent actions be audited and reversed?"],"valueHypothesis":"Interpretation: understanding why students bypass provided tools could improve licence value, and tightly scoped agents could reduce routine office visits.","potentialEngagement":"A bounded adoption assessment of provided AI tools plus a scoping study for a read-only student-account status agent.","unsupportedClaims":["Measured share of ASU students using provided tools","Admissions decisions in days","Time or cost savings from hold-removal agents"]},"engineering":{"fit":"Relevant to institutions with institution-wide AI licences and integrated student information systems.","architectureIntegration":"Agents integrated with student information, bursar and financial-aid systems, with human escalation; separate personal-agent course platform.","prerequisites":["Licence usage telemetry","Student information system APIs","Role-based permissions for agent actions","Audit logging"],"constraints":["Speaker statements only","Financial and education-record rules","Host-institution reporting"],"security":"Least-privilege access for any agent touching student accounts, with logged and reversible actions and human approval for exceptions.","proofOfValue":["Measure provided-tool active use from telemetry","Sandbox tests of hold-check logic","Permission-boundary tests","Audit trail review"]},"delivery":{"work":"Measure adoption of provided AI tools and scope agent support for routine student transactions.","dependencies":["Usage data access","Bursar and financial-aid owners","Integration team","Student input on tool choice"],"ownership":"Enterprise technology with student services and business office owners.","skillsAdoption":"Staff trained to handle escalations and review agent actions; students given guidance on provided tools.","governanceCheckpoints":["Approval of permitted agent actions","Privacy review of data access","Pilot review before write access"],"acceptanceCriteria":["Proposed: provided-tool active-use rate reported by student group each term","Proposed: read-only agent pilot completed before any write action","Proposed: every agent action logged and reversible","Proposed: escalation path tested with business-office staff"],"risks":["Agents taking wrong account actions","Low use of paid tools","Overreliance on speaker claims","Privacy exposure of financial records"]}},"retrievedAt":"2026-10-24T03:15:11Z","enrichedAt":"2026-10-24T03:19:42Z","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Crow mentions supporting neurodivergent learners; staff roles shift toward escalated cases if agents handle routine holds.","procurementImplications":"Students' preference for consumer tools over provided ones affects the value of institution-wide licences.","operatingModelImplications":"Presidents describe moving routine transactions to self-service agents with human escalation.","sourceVerification":{"openedUrl":"https://news.asu.edu/20261023-science-and-technology-universities-explore-how-balance-ai-development-responsible-use","referenceExcerpt":"“Virtually all of our students are using AI tools. Less than half are using those tools that we're providing them.”","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}