From the Student Success edition of October 19, 2026
Stanford Daily: Stanford COLLEGE and PWR return to paper, in-class writing and reading quizzes as the vice provost reports lower final exam scores and fewer office-hours visits amid AI use
Stanford University (COLLEGE program; Program in Writing and Rhetoric; Office of the Vice Provost for Undergraduate Education) · Higher education assessment and academic integrity / help-seeking and student engagement · Stanford, California, United States
- Publisher
- The Stanford Daily
- Original publication
- The Stanford Daily, 19 October 2026
- Source retrieved
- 2026-10-20
What happened
Stanford's required COLLEGE program is reintroducing paper-and-pencil assignments (COLLEGE 102 in-class written responses), adding reading quizzes to COLLEGE 101 to verify students read original texts rather than AI summaries, and recommending screen-free classes, building on last year's blue-book exam in place of a write-at-home final essay. PWR lecturers are adding in-class writing, paper annotation and journaling. Vice Provost Jay Hamilton said students proposed weekly low-stakes understanding checks, that problem-set scores have improved while final exam scores have dipped, and that students attend fewer office hours, citing convenience and embarrassment; one student reportedly said they use Claude instead. He said humans are losing market share with students.
Why it matters
A fresh, named-administrator signal from a U.S. research university that AI use may be displacing office hours and inflating take-home work relative to exams, with a concrete assessment response. This bears on help-seeking, mentoring and early-alert design.
Evidence and measured results
Reported course changes and an administrator's description of grade and attendance trends. No data, years, effect sizes or comparison groups are published in the article.
Limitations and uncertainty
Student journalism. Trends are anecdotal or unquantified as reported. Stanford is a highly selective institution, which limits transferability to open-access colleges.
Put this evidence to work
Lighthouse Advisory interpretation, grounded in this source. Enriched 2026-10-19; this does not change the original publication date. Each role follows the same checklist so takeaways compare across sources.
Sales
Role takeaway
- Customer problem
- Leaders suspect AI is displacing human help-seeking and making take-home work a weaker signal of learning, but lack local evidence.
- Stakeholders
- Vice provost for undergraduate education
- Teaching and learning center director
- Writing program director
- Institutional research
- Disability services
- Discovery questions
- Has the gap between take-home and proctored scores changed since 2023?
- Are office-hours and tutoring visits falling, and for whom?
- Which courses have moved to in-class assessment, and with what effect?
- How are accommodations handled for screen-free formats?
- Value hypothesis
- Interpretation: local analysis of score divergence and help-seeking trends could target assessment redesign and outreach where AI substitution is greatest.
- Potential engagement
- A bounded institutional-research analysis of assessment-score divergence and help-seeking trends across a sample of gateway courses.
- Unsupported claims
- That AI causes lower exam scores
- Quantified decline in office-hours attendance
- That paper-based assessment improves learning
- Transferability to open-access institutions
Pre-sales engineering
Role takeaway
- Fit
- Relevant to institutions running LMS-based early-alert models or reviewing assessment design in gateway courses.
- Architecture and integration
- No system described. Interpretation: alert models would need proctored-assessment and help-seeking features alongside LMS submission data.
- Prerequisites
- Historical take-home and proctored score data
- Office-hours or tutoring attendance records
- Cohort identifiers for subgroup analysis
- IRB or data-governance approval
- Constraints
- Highly selective institution; limited transferability
- No published data behind the reported trends
- Accessibility obligations for paper formats
- Instructor workload limits
- Security
- Use de-identified course data for analysis and limit linkage of attendance and grade records to approved purposes.
- Proof of value
- Before-and-after comparison of take-home and exam score gaps
- Office-hours attendance trend by cohort
- Alert model recall check with and without exam features
- Accommodation request review for screen-free courses
Delivery
Role takeaway
- Work
- Pilot in-class understanding checks and help-seeking outreach in selected courses, with measurement of exam performance and attendance.
- Dependencies
- Instructor participation
- Institutional research capacity
- Disability services planning
- Student input on low-stakes checks
- Ownership
- Undergraduate education office with course program directors.
- Skills and adoption
- Instructor support for designing low-stakes in-class checks and screen-free activities, with guidance on accommodations.
- Governance checkpoints
- Program approval of assessment changes
- Accessibility review of formats
- Data-use approval for trend analysis
- End-of-term review of results
- Acceptance criteria
- Proposed: take-home versus exam score gap reported per pilot course each term
- Proposed: office-hours or tutoring visits tracked against prior-year baseline
- Proposed: accommodation requests resolved before assessments
- Proposed: student workload survey shows no significant increase
- Risks
- Misattributing score trends to AI
- Accessibility barriers in paper formats
- Instructor grading overload
- Students still bypassing human help
Implementation considerations
Lighthouse Advisory interpretation across the operating dimensions a public-sector buyer must settle before this evidence becomes a design. Each note answers the question under its heading for this specific source.
Architecture and integration
What must connect, and where does the AI sit in the workflow?
Limited technical relevance. Interpretation: institutions that rely on LMS submission data for early alerts may see misleading signals if take-home scores rise while exam performance falls.
Governance
Who approves, reviews and stays accountable for outcomes?
Assessment changes are program-level and partly student-proposed. The article implies a shift toward in-person verification rather than detection.
Security and privacy
What data, permissions and controls need testing?
Not directly addressed.
Accessibility and workforce
Who is affected, and what skills or accommodations follow?
Screen-free and paper-based assessment needs accommodation planning for students who rely on assistive technology. More in-class quizzes add instructor grading load.
Procurement
What should contracts, pricing and exit terms secure?
Not a procurement signal.
Operating model
Which teams own the service once it runs?
If students substitute AI for office hours, advising and teaching teams may need proactive outreach and lower-friction help-seeking routes to keep mentoring contact.
Publication history
- 2026-10-19Student Success · Issue 425 resources
Stable resource ID: stanford-daily-college-pwr-paper-assessments-office-hours-decline-20261019