Random thought. maybe bloom filters could be space efficient way to handle the filtering use case? I don't know much about them but AI says they are used to prove an ID is within a set

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It's an interesting idea but I don't see where exactly in the client you would need it. - for the feed one uses follows - for the replies, because on the relatively low number one can use the ranks directly (giving the user the ability to set a threshold). Bloom filters are superior to RankProfiles when you are dealing with +10k pubkeys (not in the follow-list of the user) I think. Am I missing something?