I'm not sure we can solve this as it relates to AI/ML if we can't even solve it as it exists in human society today. Various heuristics are used, knowingly or n

I'm not sure we can solve this as it relates to AI/ML if we can't even solve it as it exists in human society today. Various heuristics are used, knowingly or not, to gate access to employment, education, healthcare, etc. As an example I had to drop out of education (in the US) due to mental health issues. 6-7 years later, I'm still having problems getting back in as I wasn't able to get the problems documented in time. I also am unable to get any money as most of my classmates were despite my far above average performance pre-uni.