And along that vein, I guess, you know, another related thing that I heard was this concept of trust. 

you know, AI is only as good as far as we can trust it. So, you know, we need to understand things like where did this information and where did these insights come from? 

Who approved a particular action? And can you maybe trace, you know, what happened if an AI agent is taking an action on your behalf? 

And so, especially when we think about kind of, you know, finance and these other regulated processes, it's not really good enough for the action or the response to just look plausible. 

We have to really make sure that it can be substantiated.