HU facial recognition software predicts criminality
harrisburgu.edu
harrisburgu.edu
This is a worrisome application of AI / Deep Learning.
They do not mention any potential mechanism whereby criminality could be triggering an observable change. And it's not clear to me how a human could do this in the absence of prior knowledge either. And to round it off, they state a lack of bias but give no clear indication of how they establish that it isn't biased. Sounds more like a childish wish list ("we'll do the best research, with no mistakes")
Literally, every single human (in the US, anyhow) has or will violate at least some law sooner or later. There are simply too many laws to avoid doing so, even to know whether one is doing so.