Genuine question - why not ban cameras altogether? Or ban the use of computers in police stations, make them write up all their reports by hand. I truly don't understand why there would be a line at facial recognition, it's just a law against making a process more efficient. It's clear to me that there should be a line to prevent fully convicting someone of a crime without any humans in the loop at all. Don't replace…
Everything else that you described – computers, digital records – has simple algorithms understandable by the average police officer or citizen. You type a document, it gets saved. You can do a full text search on it. You can pull up an old case and look at photos. You can quickly cross reference. All these tasks could be done step by step by a person and it would just take more time. When it comes to facial recoloni…
If that's not enough, make a human sign off that they have confirmed or at least agree with the black box's conclusion, and put the department on the hook if it was obviously wrong.
> Who makes sure that the data sets used to train the models was 100% free of bias?
The box is comparing a source image to an image with a name attached to it. Like you said, no different than a human would do, with all of their own biases in play. We aren't talking minority report here, so there's no reason to think this is a hurdle that would be difficult to overcome.