good morning everyone the first talk of today is by Jason Lee Corporation University of audacious of departing star customer meetings and over characterization and transition yeah so of course obviously deep learning super successful at blah blah blah it solves a lot of stuff it's successful in a lot of things some people I've even gone as far as claiming it's the new electricity of course when we have electricity we should look there's a field call electrical engineering the studies it I guess it's kind of a purpose of us being