Adding to the chorus: if you need to apply a solution like this, it's probably time to walk away from the platform. (Well, the right time to walk away would have been years ago, but...)
All remotely popular online public spaces are completely infiltrated by bots/propagandists/trolls/morons/etc. If you could successfully filter that type of content out you'd end up with a much larger pool of valid/authentic content to access than if you abandoned the space altogether and switched to some very obscure/niche space that's yet to be manipulated.
And when you are not there you are not there. We are way too obsessed with missing a thing. May it be a popular figure or someone we know in person. The reality is that it's actually not too bad to miss things and most information still gets through. Especially the one that's important. You might even miss out on a lot of crap that is filtered out when it gets to you.
I am happy on my personal Mastodon instance and occasional visits to HN. You might be too if you allow yourself to be.
The problem is that your definition of "crap" is probably a bit different from others. Everyone probably has a slightly different definition. Also, your feed is probably mostly stuff that was posted on X first and replicated over somehow. Network effect is real.
That being said, there are clearly multiple active automated influence operations happening on X all the time. If Elon wants X to stick around, it would be in his interest to put a stop to those. The default feed is full of posts from those bots; that's also a big problem they (X) needs to fix.
I'd like to just quit twitter, but unfortunately the other places devoted to discussing some of the hobbies I go to twitter for, are much more toxic (Reddit, 4chan etc). Simply being able to filter out everything unrelated to the hobbies I'm there for would be sufficient.
I find that using Control Panel for Twitter (not affiliated, just a happy customer) to see only the Following tab in reverse chronological order makes X tolerable. There is no benefit to For You.
I feel like regex and curated blocklists would get you pretty far before needing an LLM to continuously read your feed.
I'm wondering how successful the local options are, because sending your social media feed to an API that is also being used to serve you low quality posts your blocking is a pretty depressing ouroboros.
Is there a tool to undo the extra weight added to paying subscribers? Analysis shows premium subscribers end up with 10x as much reach on average than people not paying.
Pay2Play was toxic enough on gaming, why would we want it in our social media?
I get the idea but honestly asking: if you filter out stuff like this will you end up with a completely blank feed on x? To me it kind of just seems like we're all going to need to curate our own RSS feeds in the future. eg: real people who are insightful, rather than rely on any kind of algorithm.
Xtwitter’s own mute words is very good . And mute words supports TTL. LLM will have precision / recall issues too – no filtering system will be perfect.
Cleaning up 90% for free is better than burning tons of tokens / GPU / battery to clean 95% (and suffer from false positives).
I'm amused at thinking of the other effects this can be used for, rebrand it as a tool like that copilot recall and point it with child privacy in mind for the general internet.
or you know, require it for internet/computer usage for a very dim futuristic outlook.
I don't think that automated filtering on conditionals like "rage politics" is a good idea. At best, you're going to end up with a confusing feed that contains reactions to the outrage without the actual outrage that's driving them; at worst, you're going to end up systematically misinformed on political topics that people find outrageous.
No need for an algorithm to decide what is worth seeing.
I am happy on my personal Mastodon instance and occasional visits to HN. You might be too if you allow yourself to be.
That being said, there are clearly multiple active automated influence operations happening on X all the time. If Elon wants X to stick around, it would be in his interest to put a stop to those. The default feed is full of posts from those bots; that's also a big problem they (X) needs to fix.
I say "not interested" to a reel and get more just like it.
Pay2Play was toxic enough on gaming, why would we want it in our social media?
Cleaning up 90% for free is better than burning tons of tokens / GPU / battery to clean 95% (and suffer from false positives).
or you know, require it for internet/computer usage for a very dim futuristic outlook.