This is an area that was explored some years ago, but ultimately determined to have civil rights pitfalls. Crime reporting is only as good (or biased) as the hu

This is an area that was explored some years ago, but ultimately determined to have civil rights pitfalls. Crime reporting is only as good (or biased) as the humans that report and input the crime data. Therefore, crime "training" data for AI systems can be very biased and it might only magnify those biases more so using AI - a sort of self-perpetuating negative feedback loop. Having worked in law enforcement at various levels (state and federal) in a prior professional life, I can attest to the differences in what gets reported and how based upon who was working or supervising and where they were assigned. Humans are simply not reliable reporters for this kind of data. No matter how hard we try to make the reports plain and standardized our biases, one way or another, will always seep in.