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...)

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 will join the others and say you should just leave twitter: https://yoyo-code.com/you-should-delete-twitter/

I find not using twitter to be the best solution.

It should also click "see less often" on every detected bait post. Heals the algo really well if you do that persistently

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.

You can also use "muted words" feature built right into X

Simpler to just delete Twitter

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?

Oh thank God I can still give Elon Musk more money and power but don't have to read about politics

What I don't understand how difficult it seems to be for some people to simply ignore topics or people they don't like. If an algorithmic feed keeps presenting you with certain topics, it's largely because you're engaging with them. Isn't that on you?

I don't use Twitter but I use Tiktok and you know what I do when I see something I'm not interested in? I scroll up. If it's someone who never has anything interesting to say, I just block them. And I never think about them ever again.

I rarely see anything about crypto. I don't even think about it really. Go back ~4 years and everything on HN was about crypto this and blockchain that but that's how it goes. There are fads and, more importantly, there are people just trying to get their bag with their latest "acquire me please" startups. Actually, crypto just had a bunch of straight rug pulls too. And then there was NFTs...

Anyway, I've worked for my Tiktok fyp. It's a constant moving target for the platform too, like these bot accounts that somehow get to 10K followers and then appear on your fyp with audio over a movie or TV show to get around copyright detection. I honestly don't know how they haven't solved that problem yet.

All these platforms, particularly Twitter, put their thumbs on the scales about what gets distribution but for any platform with a block feature, this seems like a "you" problem if your feed isn't what you want.

Also, "rage politics" in general just means "things I disagree with" whenever anyone talks about what they see on any social media platform.

Block and move on.

Then what shall remain?

This would be great for Reddit - the king of rage politics.

Xtwitter’s own mute words feature 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.

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.

Better still, just don't use twitter or any of the other oligarch-owned sites.

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...)

We have a solution like this for HN, but people don't use it: It's the "hide" button, and it's right next to the "flag" button. Yet, when users see content they don't like, instead of just hiding it, to block it for themselves, they often choose to flag it so that they can block others from seeing it too.

I'd welcome per-user curation tools like OP's which don't affect the content for the rest of us.

You need to curate your algorithm. Took me 10 years before I started blocking aggressively and now my feed is amazing with 90% bangers. Twitter is by far the best product in this space. Every other platform is 2+ weeks behind. Twitter is where the news breaks.

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.

I was actually thinking of making a similar app for hacker news comments. Should we all quit hacker news too?

Network effects are stronger than we are. People are there because people are there.

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?

Simpler to just delete Twitter

I will join the others and say you should just leave twitter: https://yoyo-code.com/you-should-delete-twitter/

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.

Also, "rage politics" in general just means "things I disagree with" whenever anyone talks about what they see on any social media platform.

Block and move on.

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.

You can also use "muted words" feature built right into X

Xtwitter’s own mute words feature 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 find not using twitter to be the best solution.

The only winning move is not to play.

It should also click "see less often" on every detected bait post. Heals the algo really well if you do that persistently

On Facebook, at least, the click seems to outweigh the feedback.

I say "not interested" to a reel and get more just like it.

Oh thank God I can still give Elon Musk more money and power but don't have to read about politics

Then what shall remain?

I'd welcome per-user curation tools like OP's which don't affect the content for the rest of us.

"you're going to end up systematically misinformed on political topics that people find outrageous."

If you spend too much time on X, that's a given. The problem is that informed, nuanced, and factual takes don't drive clicks and are hard to fit in 140 characters. Long-form Youtube is a much better place to find those types of takes anyway. Generally, the shorter the content, the worse the take.

This would be great for Reddit - the king of rage politics.

The problem with Reddit is different. Poor quality human moderation is the problem there. Basically who has 10 hours a day to read Reddit? Answer, terminally online bubble people who have no business moderating other's posts. Maybe if the LLM could completely bypass the moderators then it could work though.

Any social site inclusive of this one ought to have such a feature.

Network effects are stronger than we are. People are there because people are there.

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.

yea but which people ;) unless you want to in that in-group, crypto, rage and all, better off without it

I know a bunch of people and companies who happily dumped the twitter cesspool. It has to be > 50% scammers and ragebots at this point.

Bluesky has a default feed that is just the posts/reposts of the people who you choose to follow, in reverse chronological order.

No need for an algorithm to decide what is worth seeing.

Is it possible that what you like is just someone else’s propaganda/trolling/moronic content?

I was actually thinking of making a similar app for hacker news comments. Should we all quit hacker news too?

HN is my top candidate for a solution like this, too. Because there's a ton of high quality content here, increasingly buried beneath a small number of sentiments and topics I don't care to see rehashed constantly.

Better still, just don't use twitter or any of the other oligarch-owned sites.

What about this one?

The only winning move is not to play.

On Facebook, at least, the click seems to outweigh the feedback.

I say "not interested" to a reel and get more just like it.

I get the ads about Warren Buffet’s (or other money celebrities) investment group or whatever. They are usually WhatsApp based pump and dump schemes for Chinese stocks.

Facebook somehow can’t detect these obvious scams, but somehow they have no problem pushing them to me after I looked into it when a fried almost got taken.

Bouncer

Heal your feed. Bouncer is a browser extension that uses AI to filter unwanted posts from your Twitter/X feed. Define filter topics in plain language — "crypto", "engagement bait", "rage politics" — and Bouncer classifies and hides matching posts in real time.

Install from the Chrome Web Store

Install on iOS

Bouncer demo

Features

Natural language filters — describe what you don't want to see in your own words
Multiple AI backends — run models locally on your GPU, or use cloud APIs (OpenAI, Google Gemini, Anthropic, OpenRouter)
On-device inference — local models via WebLLM run entirely in your browser with zero data sent externally
Image-aware filtering — multimodal models can classify posts based on images, not just text
Reasoning transparency — see exactly why each post was filtered
Theme-aware UI — adapts to light, dim, and dark modes automatically

Supported Models

Provider	Models	Requires
Local (WebGPU)	Qwen3-4B, Qwen3.5-4B, Qwen3.5-4B Vision	WebGPU-capable browser
OpenAI	GPT-5 Nano, gpt-oss-20b	API key
Google Gemini	2.5 Flash Lite, 2.5 Flash, 3 Flash Preview	API key
Anthropic	Claude Haiku 4.5	API key
OpenRouter	Nemotron Nano 12B VL (free), Ministral 3B	Account
Imbue	Default backend	None (built-in)

Local models are downloaded once and cached in the browser's Cache Storage.

Quick Start

Chrome / Edge (Web Store)

Install Bouncer from the Chrome Web Store.

Chrome / Edge (from source)

cd Bouncer
npm install
npm run build

Open chrome://extensions
Enable Developer mode
Click Load unpacked and select the Bouncer/ folder
Navigate to twitter.com / x.com
Click "Settings" in the Bouncer element and add your preferred provider API key (or enable local models) and select your preferred model from the dropdown.

iOS

Install from the App Store

How It Works

A MutationObserver watches the Twitter feed for new posts
Post text, images, and metadata are extracted via the Twitter adapter
Posts are queued and sent to the selected AI model for classification against your filter topics
The model returns a category match and reasoning for each post
Matching posts are hidden with a fade-out animation and added to your filtered posts list
Click View filtered to review hidden posts and see why each was filtered

Results are cached so re-encountering a post doesn't require another inference call.

yea but which people ;) unless you want to in that in-group, crypto, rage and all, better off without it

I know a bunch of people and companies who happily dumped the twitter cesspool. It has to be > 50% scammers and ragebots at this point.

Is it possible that what you like is just someone else’s propaganda/trolling/moronic content?

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.

Any social site inclusive of this one ought to have such a feature.

Bluesky has a default feed that is just the posts/reposts of the people who you choose to follow, in reverse chronological order.

No need for an algorithm to decide what is worth seeing.

What about this one?

"you're going to end up systematically misinformed on political topics that people find outrageous."

Agreed. I am getting tired of half the HN posts being about politics. I come here to get away from that stuff, but it is becoming a greater portion of the content.

Twitter/X has the same feature. It is all I use.

I'd like to see it, too, but for the opposite[1] reason: Others can use this curation (which only affects their own view of HN) instead of flagging (which affects my view and everyone else's too).

1: https://news.ycombinator.com/item?id=47744253

Thank you for the laugh. Some probably need to be reminded of Sam Altman's roots, as much I detest what he's done to the word "open".

I get the ads about Warren Buffet’s (or other money celebrities) investment group or whatever. They are usually WhatsApp based pump and dump schemes for Chinese stocks.

Facebook somehow can’t detect these obvious scams, but somehow they have no problem pushing them to me after I looked into it when a fried almost got taken.

Twitter/X has the same feature. It is all I use.

Agreed. I am getting tired of half the HN posts being about politics. I come here to get away from that stuff, but it is becoming a greater portion of the content.

I would mind far less if the political comments were only the political posts. I just avoid clicking into those.

It's when I click into an interesting topic, and it's steered into being an offtopic retread of every other thread about US politics. The upvote/downvote system simply no longer works to squelch it as it once did, because there are enough people here who believe "everything is political" and therefore it's always "on-topic".

That is their prerogative, but it has dramatically lessened my enjoyment and engagement on this platform in the last 5 years. And it's gone into overdrive in the last 6 months.

Look at the number of responses on each article to see why that happens. Also, most articles aren't about politics. But the ones with lots of responses and discussion usually are. Network effect sucks sometimes...

Thank you for the laugh. Some probably need to be reminded of Sam Altman's roots, as much I detest what he's done to the word "open".

I'd like to see it, too, but for the opposite[1] reason: Others can use this curation (which only affects their own view of HN) instead of flagging (which affects my view and everyone else's too).

1: https://news.ycombinator.com/item?id=47744253

I would mind far less if the political comments were only the political posts. I just avoid clicking into those.

That is their prerogative, but it has dramatically lessened my enjoyment and engagement on this platform in the last 5 years. And it's gone into overdrive in the last 6 months.

Hacker Times

Hacker Times

Bouncer: Block "crypto", "rage politics", and more from your X feed using AI

Discussion

Discussion

Bouncer

Features

Supported Models

Quick Start

Chrome / Edge (Web Store)

Chrome / Edge (from source)

iOS

How It Works