To minimize privacy loss under differential privacy, the Census Bureau reduced published data and changed which statistics remained accurate, decisions with significant implications for equity and representation. The formalism helped the Bureau quantify privacy and utility, but this mathematical approach concealed controversial policy choices and marginalized community-informed notions of what makes data useful. The change was not just technical; it was political.
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