this post was submitted on 09 Jul 2023
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General Discussion

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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!

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[–] [email protected] 3 points 1 year ago (1 children)

Sure, as long as you can turn it off

[–] meldroc 1 points 1 year ago

Oh yeah, that should be a given.

[–] Candelestine 2 points 1 year ago

Y'know ... kinda modularizing your own algorithm and then simply providing it to the users with a shiny UI full of settings should theoretically be doable.

[–] [email protected] 2 points 1 year ago (1 children)

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.

[–] meldroc 1 points 1 year ago

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).

[–] TheGiantKorean 2 points 1 year ago

The issue with sorting by stuff it thinks you like is problematic, I think. You'll eventually end up in a bubble where the things you see will be reinforced more over time.

[–] [email protected] 1 points 1 year ago (1 children)

If this is at an instance level... Fine? As long as it's visible.

I'd worry you're promoting some amount of information siloing if the current general purpose instance structure doesn't hold though.

[–] meldroc 2 points 1 year ago* (last edited 1 year ago) (1 children)

I agree, visibility is key. No mystery algorithms!

That and I worry about algorithms that are engagement-based - we don't want feeds that devolve into rage-porn and constant pie-fights. You're right, some of these algorithms have side-effects...

[–] [email protected] 1 points 1 year ago

I think some of that devolution going to be inevitable or you're going to face charges of censorship from some corners, which is just it's own cycle of rage. The network gets bigger, people click what they click and the aggregate of what our animal brains react to has a lot to be angry about.

What I worry most about is the acceleration of that cycle because we gradually gravitate towards instances with our preferred moderation or slant, which I can already see happening anyway.

I guess, at best, that It might be a cure with some side effects because it's necessarily going to play with in/out crowd dynamics.