It’s proof of concept, but I’ve added meta.spam_score to my event API. I still need to decide how to roll out the ML classifier at scale (it’s a bit slow atm without a GPU). I’ve only classified 40k events thus far to review.

I’m not sure publishing 1984 events is the best approach. Each spam message then would need another 1984 kind event. And just one spam message alone I have 360k+. But alas, it’s not too dissimilar to likes and how one post could have 10MM+ like events in the future.