How to Double Check the Integrity of Generative AI

I mean certainly I think one of the things that is always concerned me from a security standpoint not just about AI but about data integrity in particular. As we increasingly make decisions that are data based or data driven we really have to make sure that integrity of that data is where it ought to be. Now if we put that into an AI type environment we're supercharging potentially some of those errors and some of those mistakes. So you know it's interesting hearing you say maybe we should have waited a little bit longer or should wait a little bit later because for me the essence of it is can you actually trust some of the outputs that are being produced? We've been having discussions as a society about