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Essay · Applied ethicsMarked

Does predictive policing violate the presumption of innocence?

Predictive deployment does not accuse anyone; it allocates attention. But attention, once allocated, changes what gets recorded — a district patrolled more closely produces more recorded offences whether or not any underlying conduct has changed.

The feedback loop is the harm, not the forecast. A model retrained on its own downstream arrests will confirm itself, and the presumption of innocence erodes at the level of the neighbourhood rather than the individual.

1,240 words14 sourcesHarvard referencingDrafted in 32 h

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