I love the fact that fediverse was built from the ground up to be free, federated and interoperable. I have two questions that may come from my lack of expertise / knowledge, so I apologise in advance if they are dumb.

Bots can disrupt smaller instances:

What is stopping corpos from scraping everyone's posts and stuff from the fediverse and train their AI? What's stopping them then, to create loads of not accounts and spam / disrupt smaller communities? When an instances quality drops, the users may be more incentivised to migrate to bigger instances and go there. It's safe to say most Lemmy users are not going to spin their own instance and start communities from scratch. Meanwhile, the onslaught of bots can overwhelm these budding communities and instances.

Corpos can flood the fediverse with ads and crap:

Threads comes to mind on this point and how many instances have chosen not to defederate with them. Besides, they can create bridges, and have repost bots in all instances to flood major them with ads. With generative content, it is so much easier to make a seemingly casual post about a product and mask it as an advertisement.

I've seen previous posts about people wanting to come because of their opinion about how certain countries behave. I feel the true evil are the corporates.

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[–] schnurrito@discuss.tchncs.de 16 points 13 hours ago

Everything posted on the public web is potential AI training data, federation is completely irrelevant to that.

The rest of your questions has the simple answer that a priori there is nothing "stopping" any of that. You should choose an instance whose admins are looking out for things like that and keeping your experience enjoyable, banning spambots or defederating from spambot farms when they are discovered.