It's pretty hard to make the system "blind" to race. If you blind a system predicting recidivism to race, but it is able to see a lot of things that are correlates of race... it can end up being racist anyways.

E.g. for a non-ML example -- redlining is theoretically "blind" to race, but makes extremely racist decisions.