 items today you can point to in real earnings and profits you can point to today and the question now is just how long does it take to spread to the non-tech non-com services sectors and when do the financials companies and when do the utilities start to say hey we're seeing meaningful productivity gains because of this investment that we've made in the ai that you know the big tech companies are building out the infrastructure for today