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PX-017

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Facial Recognition Bias

The camera can be wrong in patterned ways.

Claim

Studies found some systems were less accurate on darker-skinned people and women. Accuracy has improved in places. The harder question is whether deployment outran oversight anyway. It turns a technical gap into a civic one. Misidentification can become friction, suspicion, or worse at institutional speed.