our education system drops at asone fulleneration if not to in any one of these transitions in rightnow we can't stand that. that is usually debilitating and we've got to think more about how we view your example and when we have a revered transaction capabilities, how do they understand how they interact. where does the learning comes from? our process right now is ng generations. >> i would like to add onto that. you mentioned we need to understand what tha means. i will say something contentious right now. anybody who's worked with me has heard me say that the machine learning is a misnomer. if they were really learning machines, they would be able to tell you the answer. i believe we have machines trained. so the information they give back to us is only a good as well with either program found found or trained them to do and a function of the input that we were asking them t evaluate. so, the notion that these machines are at fault or somehow misleading is in itself a misleading statement there. as good as we have made them at this point. that is not to say that in the future we