today I want to talk to you guys about how to get machine learning on to your physical devices when there is no network connectivity and convince you why you would want to do that why you would actually prefer even with network connectivity to leave it aside perhaps in certain situations but to get there I want to start back we're gonna go back in time back to when the computer first came about right that started this computing revolution that we're in today but today we're in what we call an AI first world how did we get here well