How Universities Are Testing AI: Pilots, Student Partnerships, Skills, and Safeguards
This episode examines how universities are moving from broad AI mandates toward structured experimentation. We look at faculty-led pilots at Michigan and Cornell, Georgetown’s student–faculty course redesign model, and Washington University’s reported results from AI-literacy and faculty-development initiatives.
The episode also explores Ithaka S+R’s findings on the gap between employer and instructor priorities for AI skills, along with Student Defense’s concerns about protections in high-stakes services such as admissions, financial aid, advising, and tutoring.
The discussion concludes with practical ideas for higher-education leaders: fund evidence-generating pilots, engage students as paid co-designers, map AI competencies across curricula, and establish clear accountability for automated systems.
TOPICS:
- Faculty-led AI teaching pilots
- Student partnerships and AI course redesign
- AI literacy and faculty development
- Employer expectations for AI skills
- AI governance and student protections
- Assessment and accountability
SOURCES:
- University of Michigan Center for Academic Innovation — https://ai.umich.edu/blog-posts/faculty-invited-to-propose-projects-that-use-ai-to-improve-how-students-learn/
- Cornell Chronicle — https://news.cornell.edu/stories/2026/09/ai-education-initiatives-emphasize-experimentation-balanced-use
- Georgetown University Office of the President — https://president.georgetown.edu/messages/ai-initiative-sep-2026/
- Washington University in St. Louis — https://ai.washu.edu/about/
- Ithaka S+R — https://sr.ithaka.org/publications/ai-skills-for-college-graduates/
- Student Defense — https://defendstudents.org/all/new-student-defense-report-warns-rapid-ai-adoption-in-higher-education-is-outpacing-student-protections
DISCLOSURE:
This episode uses AI-generated narration.
EPISODE DATE:
September 30, 2026
COPYRIGHT:
© 2026 Ralph Aldredge. Original script and commentary. All rights reserved.
The episode also explores Ithaka S+R’s findings on the gap between employer and instructor priorities for AI skills, along with Student Defense’s concerns about protections in high-stakes services such as admissions, financial aid, advising, and tutoring.
The discussion concludes with practical ideas for higher-education leaders: fund evidence-generating pilots, engage students as paid co-designers, map AI competencies across curricula, and establish clear accountability for automated systems.
TOPICS:
- Faculty-led AI teaching pilots
- Student partnerships and AI course redesign
- AI literacy and faculty development
- Employer expectations for AI skills
- AI governance and student protections
- Assessment and accountability
SOURCES:
- University of Michigan Center for Academic Innovation — https://ai.umich.edu/blog-posts/faculty-invited-to-propose-projects-that-use-ai-to-improve-how-students-learn/
- Cornell Chronicle — https://news.cornell.edu/stories/2026/09/ai-education-initiatives-emphasize-experimentation-balanced-use
- Georgetown University Office of the President — https://president.georgetown.edu/messages/ai-initiative-sep-2026/
- Washington University in St. Louis — https://ai.washu.edu/about/
- Ithaka S+R — https://sr.ithaka.org/publications/ai-skills-for-college-graduates/
- Student Defense — https://defendstudents.org/all/new-student-defense-report-warns-rapid-ai-adoption-in-higher-education-is-outpacing-student-protections
DISCLOSURE:
This episode uses AI-generated narration.
EPISODE DATE:
September 30, 2026
COPYRIGHT:
© 2026 Ralph Aldredge. Original script and commentary. All rights reserved.
