[krastanov]

This is kinda missing the point here... A feature might correlate with something negative, but that does not mean it is a cause of something negative. Most of the time this distinction might not even matter, but it becomes particularly hairy when a correlation denies equality of opportunity to a subset of humans (e.g., in the hiring example of a sibling comment),