 uh interestingly enough and so i think it's incumbent upon us to you know make sure we're staying ahead of some of these bad actors really using ai for good because there's always going to be you know some bad actors out there that are going to try and you know do evil things with whatever things they have at their disposal but i think that's definitely in the minority i think as it relates to silicon valley i think you have organizations like open ai that are actually developing this technology