Not properly House trained
The simplest explanation is that since the focus is on catching crims, the training data was mostly or completely composed of mugshots. This is based on the high false-positive rate that matches the incarceration rate in the US. Nothing like building in a self-perpetuating bias.
Biting the hand that feeds IT
