Switching to differential privacy gave the Census a new way to protect respondent confidentiality—but also shifted its meaning. While appearing as a technical upgrade, the move redefined what risks matter, prioritized legal insulation, and excluded external stakeholders from upstream decisions. The handoff model reveals that what looks like innovation is also a reframing of values and power.
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