AI is going to mess with that process so fast I'd be surprised if that hasn't happened already. While it seems unavoidable, still probably a good idea to have the personal question text box for now. But it seems like only a stopgap. We'll need something better.
But how do you proceduralize moderation? Even though it will raise operation costs, it might be necessary to host our own AI on the back end of each opted-in instance, and provide the tools to train it on content that the admins of that instance find objectionable.
There would be growing pains of course, where some of our comments are held to be reviewed by participating moderators, who are themselves selected by an AI trained on content the admins of the instance find to be exceptional. And it would help to label and share the tensors we mine from this, so a new instance could gain access to a common model and quickly select a few things they don't want in their instance, even giving them the ability to automatically generate a set of rules based on the options they selected when building the AI for their instance.
It would take some time for all the instances to figure out which groups they do and don't want to connect with, both in terms of internal users and external instances. I think you'd end up with two distinct clumps of communities that openly communicate within their clump, with a bigger blurrier clump between them, of centrists, with whom most communities communicate. But on either side there would almost certainly be tiny factions clumped together, who don't communicate with most of the centrist groups, on the basis that they communicate with the other side. And there will always be private groups as well, some of which may choose their privacy on the basis that they refuse to communicate with any group that communicates with the centrist cloud.
And in most of our minds, the two groups in question are probably political, but I think a similar pattern will play out in any sufficiently large network of loosely federated instances, even if the spectrum is what side of a sports rivalry you're on. If we get to the point where there's an instance or more in almost every household, we may be able to see these kinds of networks form in realtime.
But the question I can't seem to answer: Is it good? Or rather, is it good enough?
People always think of what they would do if they had a time machine and could go back and "change things." But in terms of federated social media, we already are back, almost at the start. So, if we're going to think of a better way, now would be a good time.
If we start to see a high degree of polarization among the instances of lemmy, what is the right thing to do about that? To all turn our backs, take our content and go home, make sure they have to have accounts on our side to see it, and if they ever make a subversive comment on our side of the fence, it's removed before a human can ever see it, only spot-checked occasionally to make sure the bot is not being too harsh? Because that is one way of doing it, and maybe it's the right way. If we train the AI well enough. Which depends on many of us doing that well enough across many instances. Maybe that is how you defeat Nazis, to make sure they can only talk about Nazi things in a boring wasteland of their own design.
But I worry. Once instances are better networked, becoming more about quantity than size, and billionaires are able to set up "instance farms" where AI bots try to influence the rest of the fediverse en masse, will we be ready to head it off? Or similar to how we can't see the Nazis crawling out from their wasteland to get higher quality memes, will we end up paling around with the bots designed to make our society trend toward slavery while their energy consumption raises the cost of the electricity we have to work for? Of course, if the bots do end up more convincingly human than humans can ever be, who am I to say they don't deserve a larger cut of our power?