Well, I think the public spaces need to be reinvented. We need to install a new space key. And instead of the addictive cycle that we've been kind of misusing, the addiction-fueled social media as some kind of public square where it's actually not public at all. It's very private sector driven. we really need to re-imagine our digital participation infrastructure and with good digital privacy infrastructure so we can participate with the confidence that we're not going to be doxxed, that is to say re-identified but we can also participate in confidence that if I say that I'm a resident of the city or I'm over 16 years old I can produce a credential to prove this without revealing any other private information that we have. So this solves the problem of bot or not. And it also makes it impossible for black hat hackers from identity theft and things like that because these spaces would not collect personal data in the first place. All it needs is to verify your claim and then you're in and you're having a real conversation among other people.