
Yeah, I'll go back to that a little bit later, but I want to talk about AI a little bit to understand what are the challenges, because AI can be used to expand participation, but also to manipulate perception. And we can see that you know now i don't even know the the share of content that is now produced directly or indirectly by ai but it's basically invading you know internet and it's causing a lot of trouble it's.