Research · assessment under AI

The assessment layer broke. Here is the record.

Quotes and figures from named institutions, cited to their sources. Steal this page — link it, quote it, put it in a faculty deck. That is what it is for.

“Roughly 90 percent of the institution’s existing assessments were no longer AI-proof.”

— Adam Bridgeman, Pro Vice Chancellor, University of Sydney

Cited to: The Chronicle of Higher Education, “AI Broke College Assessment. One University Believes It’s Got a Fix.”

Academic-integrity caseloads: up 400% at Chapman University; up 170% at Grinnell College.

Cited to: The Chronicle of Higher Education, “The Academic-Integrity Council Can’t Keep Up With AI”

Cited to: The Scarlet & Black (Grinnell), “Grinnell College considers modifying academic honesty process as number of cases rise”

Compiled by Echelon. Cite freely, with or without credit. Sources above are the record — we added nothing.

Educational use only — not investment advice. Figures come from public SEC filings; Echelon teaches you to analyze data, it never recommends buying or selling any security.