College admissions
From 60% Green‑Zone Admit Rate to 12% Diversity Intake: How One College Used a Machine‑Learning Bias Audit to Reshape Admissions
In 2023, a week-long bias audit cut the college’s diversity intake from a 60% green-zone admit rate to a 12% representation of under-represented students, proving that data-driven reviews can overturn entrenched preferences. College Admissions Bias Audit: Laying the Groundwork for Transparent Data When I first walked into the admissions