Student Defense Report Warns AI Outpaces Protections

Artificial intelligence is now embedded in nearly every part of university operations, from admissions to teaching. A new report from the advocacy group Student Defense warns that student protections have failed to keep up with this rapid adoption.

The report, titled Students at Stake: Risks of AI Deployment in Higher Education, was produced by the group's SHAPE-Safeguarding Higher-Ed Through AI Practices & Ethics-initiative. Higher education leaders and researchers contributing to the document express specific concern about AI use in admissions, student services, and education delivery. They identify major risks related to bias, data privacy, the erosion of learning communities, and a lack of transparency.

Dan Zibel, co-founder and chief counsel of Student Defense, stated that leaders "cannot afford to adopt AI first and ask questions later." He emphasized that strong institutional governance is needed to ensure AI adds value rather than cheapens the educational experience, especially at a time when many are questioning the worth of a college degree.

Risks in Admissions and Recruitment

Using AI for admissions, recruitment, and financial aid raises serious questions. The report's authors are concerned about which students are contacted by colleges, the messages they receive, and how financial aid is distributed. There is also a risk that students may not understand the true cost of college due to AI-driven communications. Unchecked use could lead to misleading representations, discriminatory targeting, or the manipulation of student choices.

Dangers in Student Services and Advising

The application of AI in advising, counseling, and other student services is flagged as particularly risky. The technology could encourage students to be vulnerable and might expose them to incorrect guidance. This could result in significant academic or financial consequences for the students involved.

Impact on Teaching and Learning

AI could also negatively impact the delivery of education itself. The report cites potential harms to teaching quality, academic freedom, and student privacy. It notes that while human judgment is imperfect, the speed and power of AI can amplify risks in difficult-to-understand ways. These risks persist even when the technology seems to function flawlessly but contains errors, like hallucinations, that a human would be unlikely to make.

A Call for Guardrails and Governance

The report advises college leaders to ask specific questions before implementing any AI product. These questions form a key checklist for responsible adoption.

In response to the report, U.S. Congresswoman Suzanne Bonamici, an Oregon Democrat, said AI in higher education should not replace critical thinking. She stated that implementation must be grounded in ethics, transparency, and fairness, with clear guardrails to ensure the technology expands opportunities rather than widens gaps.