I think the machines are all directed at short term trading … day trader country on steroids. That is a realm where it is very understandable that an algorithm can gain predictive advantage over those short term movements.
I don’t know that anyone is even trying to model long term and pretending to do it with any success. For all of the proposed schemes, we certainly haven’t seen anything with lasting accuracy.