Staff raised equity concerns that students who pay for upgraded GenAI tools gain an advantage over peers using free versions¶

Claim · All claims
Evidence · 1 study · qualitative r3 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Unequal access to paid versus free GenAI tools was perceived to create a tiered system advantaging students who can afford more capable tools. → Perkins 2026

Evidence¶

Perkins 2026¶

Perkins, M., Postma, D., Roe, J., Sisay, S., & Holdcroft, C. (2026). 'A bit of chaos and madness': The AI Assessment Scale and the work of assessment reform. Preprint. https://arxiv.org/abs/2606.26729 doi:10.48550/arxiv.2606.26729

q2 · i? · qualitative · r3

Theme 5 (Ethics in Practice) of the focus-group study. Staff compared paid AI access to disparities in affording books, framing equity of access as essential to responsible adoption alongside critical questioning of AI outputs.

"One participant warned that “the student that has access to and has paid for the upgraded version of ChatGPT, definitely has an advantage over the person who is using the free version… you’re making it a tiered education system”"

Discussion¶

Related Claims¶

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