We talk about the Algorithm when we talk about the big social media players - what is their algorithm? It’s a mystery, and it’s certainly set up to make you see what they want you to see.
What if Lemmy users had their own algorithms? Well, we already have a few - sort by Hot, Active, New, etc. Blocking users, communities, threads, keywords - that’s another algorithm - remove content that’s likely to be obnoxious. But we can do more than that when the algorithm’s working for us instead of a big company…
Could Lemmy have an AI algorithm that over time is trained to find stuff you like? Or trained to automatically catch and flag Nazi content or illegal content - would save the mods some work. Or trained to send you content you find lame when you’ve been doomscrolling too long.
Or for a simpler algorithm, give the users one of Tik Tok’s cheats - behind the scenes, Tik Tok staff would “heat” certain vids from certain creators, or with certain keywords, or that promote certain agendas… Like recording industry payola. What if you had the ability to sort by Hot, but with user-specified heat (or user-specified chill) - you like these posts, so dial up their karma, but you hate those posts, so dial posts with that keyword down, so they get pushed down in your feed.
Better than Meta algorithm Kremlinology, would you say? The one thing I want, though is open algorithms. We should know how they work, and what kinds of content they promote or block. Give the users the keys!
That would simply be another front page sort option. Hey I’m all for that. Right now we have a healthy list, but I’d welcome “custom” or “smart” as well.
Smart sort could be fun to implement. One could set up Bayesian filtering, or Markov chains, similar to spam filtering, set to promote posts that are similar to posts you’ve upvoted.
Or one could train a neural network (though that may require too much computing power).