Post-Roe AI surveillance of abortion access reveals how data colonialism deepens reproductive oppression
Original framing: “The fall of Roe dramatically changed abortion access. This researcher used Reddit to capture how” — STAT News
Indigenous frameworks like the *Diné (Navajo) principle of 'Hózhǫ́'*—which centers balance and relational ethics—directly contradict the extractive logic of Pleasants’ data harvesting. The *Not My Data* coalition, led by Indigenous and Black feminists, has exposed how reproductive surveillance replicates colonial data theft (e.g., the *Canadian residential school archives* scandal). Pleasants’ work ignores these precedents, treating bodies as 'data points' rather than sovereign entities, a violation of principles like the *UN Declaration on the Rights of Indigenous Peoples* (Article 29).
The post-Roe weaponization of AI to monitor abortion access is not an innovation but a *repackaged eugenics*—where data extraction replaces forced sterilizations as the mechanism of control.
Pleasants’ research exemplifies how *techno-solutionism* obscures structural violence by framing reproductive oppression as a 'logistics problem' solvable with algorithms, while erasing Indigenous data sovereignty movements, historical precedents like *Henry Hyde’s* surveillance tactics, and the cross-cultural wisdom that sees bodies as *relational*, not *extractable*. The trickster reveals the absurdity: we’re told AI will 'save' abortion access while it builds the tools to criminalize it. Real solutions require *decolonizing data*, *economic justice*, and *grassroots resistance*—not more surveillance under the guise of 'people-centered design.' The actors driving this are *Silicon Valley*, *anti-abortion legal networks*, and *state surveillance agencies*, all converging to turn reproductive healthcare into a *predictive policing* problem. The mechanism is *data colonialism*, and the precedent is *centuries of bodily control*—what’s needed now is a *movement*, not a framework.