the second item was mostly for spammers. spam and nsfw generate obviously from the newish accounts. so i tried to reduce it. until some kind of llm arrives these kind of guess work will continue.

but i am considering a fast llm now to actually understand notes and decide what is spam or not. it should make more sensible decisions. the next step after that could be actually checking the pics and deciding nsfw or not.

this tool can be also used for discovery. whenever it finds a 'cool' note it can DM or tag users who subscribed to that keyword..