Behind 8chan and 8kun: Fredrick Brennan - Negative PID

8chan, later rebranded as 8kun, is one of the most controversial platforms in the history of online communities. Created by Fredrick Brennan as an experiment

Negative PID
Behind 8chan and 8kun: Fredrick Brennan - Negative PID

8chan, later rebranded as 8kun, is one of the most controversial platforms in the history of online communities. Created by Fredrick Brennan as an experiment

Negative PID

Stepping Back From Social Media To Read a Book

I’m taking a break. After spending like two years in the worst parts of the Internet modeling the memetic spread of conspiracy-driven behavioral patterns and developing social media software as a side hustle, I think I’m going to take a step back and… I don’t know… maybe read a book? lol.

I’m a Computational Biologist who pretty much studies the memetics of conspiracy theories and how they act as another vector/epidemiological layer. I’ve also been working on various contracts for social media development stuff. Working on the shit I’ve been working on for years forces you to see the worst parts of people that they split off. It makes you hate everyone — and I mean everyone.

BlueSky’s Solution To Moderating Is Moderating Without Moderating via Social Proximity

I have noticed a lot of people are confused about why some posts don’t show up on threads, though they are not labeled by the moderation layer. Bluesky has begun using what it calls social neighborhoods (or network proximity) as a ranking signal for replies in threads. Replies from people who are closer to you in the social graph, accounts you follow, interact with, or share mutual connections with, are prioritized and shown more prominently. Replies from accounts that are farther away in that network are down-ranked. They are pushed far down the thread or placed behind “hidden replies.”

Each person gets their own unique view of a thread based on their social graph. It creates the impression that replies from distant users simply don’t exist. This is true even though they’re still technically public and viewable if you expand the thread or adjust filters. Bluesky is explicitly using features of subgraphs to moderate without moderating. Their reasoning is that if you can’t see each other, you can’t harass each other. Ergo, there is nothing to moderate.

Bluesky mentions that here:

https://bsky.social/about/blog/10-31-2025-building-healthier-social-media-update

As a digression, I’m not going to lie: I really enjoyed working on software built on the AT protocol, but their fucking users are so goddamn weird. It’s sort of like enjoying building houses, but hating every single person who moves into them. But, you don’t have to deal with them because you’re just the contractor. That is how I feel about Bluesky. I hate the people. I really like the protocol and infrastructure.

I sort of am a sadist who does enjoy drama, so I do get schadenfreude from people with social media addictions and parasocial fixations who reply to random people on Bluesky, because they don’t realize their replies are disconnected from the author’s thread unless that person is within their network. They aren’t part of the conversation they think they are. They’re algorithmically isolated from everyone else. Their replies aren’t viewable from the author’s thread because of how Bluesky handles social neighborhoods.

Bluesky’s idea of social neighborhoods is about grouping users into overlapping clusters based on real interaction patterns rather than just the follow graph. Unlike Twitter, it does not treat the network as one big public square. Instead, it models networks of “social neighborhoods” made up of people you follow, people who follow you, people you frequently interact with, and people who are closely connected to those groups. They’re soft, probabilistic groupings rather than strict labels.

Everyone does not see the same replies. Bluesky is being a bit vague with “hidden.” Hidden means your reply is still anchored to the thread and can be expanded. There is another way Bluesky can handle this. Bluesky uses social neighborhoods to judge contextual relevance. Replies from people inside or near your social neighborhood are more likely to be shown inline with a thread, expanded by default, or served in feeds. Replies from outside your neighborhood are still public and still indexed, but they’re treated as lower-context contributions.

Basically, if you reply to a thread, you will see it anchored to the conversation, and everyone will see it in search results, as a hashtag, or from your profile, but it will not be accessible via the thread of the person you were replying to. It is like shadow-banning people from threads unless they are strongly networked.

Because people have not been working with the AT Protocol like I have, they assume they are shadow-banned across the entire Bluesky app view. No—everyone is automatically shadow-banned from everyone else unless they are within the same social neighborhood. In other words, you are not part of the conversation you think you are joining because you are not part of their social group.

Your replies will appear in profiles, hashtag feeds, or search results without being visually anchored to the full thread. Discovery impressions are neighborhood-agnostic: they serve content because it matches a query, tag, or activity stream. Once the reply is shown, the app then decides whether it’s worth pulling in the rest of the conversation for you. If the original author and most participants fall outside your neighborhood, Bluesky often chooses not to expand that context automatically.

Bluesky really is trying to avoid having to moderate, so this is their solution. Instead of banning or issuing takedown labels to DIDs, the system lets replies exist everywhere, but not in that particular instance of the thread.

I find this ironic because a large reason why many people are staying on Bluesky and not moving to the fediverse—thank God, because I do not want them there—is discoverability, virality, and engagement.

In case anyone is asking how I know so much about how these algorithms work: I was a consultant on a lot of these types of algorithms, so I certainly hope I’d know how they work, lol. No, you get no more details about the work I’ve done. I have no hand in the algorithm Bluesky is using, but I have proposed and implemented that type of algorithm before.

I have an interest in noetics and the noosphere. A large amount of my ontological work is an extension of my attempts to model domains that have no spatial or temporal coordinates. The question is how do you generalize a metric space that has no physically, spatial properties. I went to school to try to formalize those ideas. Turns out they’re rather useful for digital social networks, too. The ontological analog to spatial distance, when you have no space, is a graph of similarities.

This can be modeled by representing each item as a node in a weighted graph, where edges are weighted by dissimilarity rather than similarity. Highly similar items are connected by low-weight edges, while less similar items are connected by higher-weight edges. Distances in the graph, computed using standard shortest-path algorithms, then correspond to degrees of similarity. Closely related items are separated by short path lengths, while increasingly dissimilar items require longer paths through the graph. It turns out that attempts to generalize metric spaces for noetic domains—to model noetic/psychic spaces—are actually pretty useful for social media algorithms, lol.

Progress Update: Building Healthier Social Media - Bluesky

Over the next few months, we’ll be iterating on the systems that make Bluesky a better place for healthy conversations. Some experiments will stick, others will evolve, and we’ll share what we learn along the way.

Bluesky

The Virulent Infection of BlueSky by Extremely Online, Brain-Rotten Zombies from X Continues

So, it appears a new migration from Twitter to Bluesky is underway. It appears to be some of the most virulent former 4chan users possible. Yep, I got off Bluesky just in time, lol. I’ve been keeping tabs on a particularly virulent and toxic subgraph on Twitter for years. It pretty much stayed off Bluesky because they couldn’t act like abusive dumpster fires there. Welp, looks like they’re becoming more active on Bluesky. It’s not looking good over there.

That they are on the move says something. It’s sort of like how the US is suddenly a place that is hospitable to measles. It was all but eradicated here.

My husband likes to say that you can tell where not to be by where I am looking from somewhere else. I like fires. So if I am observing your platform or community from a distance, you probably don’t want to be there.

Edit:

I had originally posted the above on a now-defunct federated blog. It got blasted to Mastodon. Someone replied and asked what I think is causing this. I debated actually answering, then decided that I’ve had enough of the dumpster fire that is social media. I decided not to wade through social media tech discourse into what will mostly likely be an Internet argument with a complete stranger. I am a techie dragon, and I engage with things to learn how they work so I can tinker with them. I only engaged with tech discourse to get my hands on how the tech works. There’s nothing in it for me to be part of larger conversations. Arguing with random strangers on social media is not an epistemically useful format. I do think I should answer, though. Just on my blog.

I treat social media like I do an addictive substance. I do not believe in abstinence, but I do believe in harm-reduction paradigms, so when I see everyone overdosing on social media, I pull back and shut down a lot of accounts. The Fediverse instance where the first part of this blog post was posted has been taken down, moved to this blog, and this section appended to it.

I often use the word weeb pejoratively. Here, I am using it categorically. There really isn’t an “official” name outside of otaku or weeb culture. I am at the fringes and intersections of it as a furry. My husband is a millennial weeb. With that being said—

The migration is in large part because Bluesky is capturing the otaku/weeb niche of X. X hosted networks that were ecosystems of “anime fans.” These included anime and manga artists, doujin and hentai artists, VTuber fans, NSFW illustrators, fandom shitposters, niche fetish communities, and other chronically and extremely online content creators and influencers. That culture relied heavily on timelines, informal networks, and discovery through reposts, replies, and algorithmic amplification.

Elon Musk pretty much destabilized X’s ecosystems and social networks from multiple directions at once. Algorithm changes made reach inconsistent. Moderation created anxiety and uncertainty about what would get suppressed or unintentionally “viral”. Bots, engagement farming, and blue-check reply spam actively poisoned fandom conversations.

Bluesky is the memetic and cultural progeny of early imageboard cultures. I conducted a phylogenetic analysis of the memetics, which you can check out here:

Bluesky is a competitor of X for otaku and fandom communities. Bluesky has a lot of the aspects of old Twitter dynamics around which fandom culture evolved. Recently, Bluesky introduced something big in those communities: going live. Since X is no longer habitable for weebs, they are moving to Bluesky.

For example, the AT protocol already has PinkSea:

https://pinksea.art

And, of course, there is WAFRN:

https://app.wafrn.net

I cope and deal with issues via personal, private sublimation and not so much exhibitionism of my art or consumption of art. So, while I do make comic books and do a shit ton of weeby art, it’s for the purpose of sublimation, so I’m not too interested in being a part of a community. That’s a large reason I am not active in those spaces. I’m quite cynical, in general, so I am suspicious of any community — and I mean any community, at all. Honestly, I am mildly contemptuous of mass participation or any sense of belonging. So, my art stays private, because it is created for me – and just me.

oekaki BBS

PinkSea is an Oekaki BBS running as an AT Protocol application. Log in and draw!

PinkSea

BlueSky Is A Platform For Attention Whores With No Standards

I’m convinced that Bluesky is the platform for attention-whores who perform and humiliate themselves for validation and affirmation. It’s really sad. I don’t feel bad when bad things happen to them as a consequence because they were already warned, yet they prioritize fitting into a culture and refuse to deal with their feelings of inadequacy. The reason they stay is that the bar is low for meaningful engagement, allowing them to indulge in their obsessions and compulsions while being rewarded for self-destructive behavior. It truly is quite pathetic.

I initially joined Bluesky for the sexual content because people on Mastodon have little interest in sex and much more elaborate norms around sexuality. Contrary to what people think of me, I don’t actually use social media in the conventional way most people do. I view it on an abstract, non-algorithmically served layer via my network analysis tools, and I interact with YouTube in a very constrained way. So, I wasn’t aware of how bad things were until I started using Bluesky conventionally. The men on Bluesky are just plain repulsive to me. Desperation, neediness, lack of independence, and obsessively posting about a single topic (like sex, religion, or politics), instead of developing a genuine hobby that demonstrates skill, progress, and mastery, are major turn-offs. I find a lack of standards absolutely disgusting.

For example, if someone abhorrent gives you a compliment, you don’t accept it. If an abhorrent person follows you, you block them. Yet what I see are men posting sexual content and seeking attention and validation from anyone, regardless of who it’s coming from. If I look through someone’s activity and see nothing but low-effort posts interacting with nothing but sexual content or obsessive engagement with that type of content, I lose interest immediately.

A reason why my husband has held my attention for over a decade is that there is always something new with him. He is always randomly looking into developing a new skill. One day, he started randomly speaking Mandarin to me, which I did not know he knew how to speak. He had told me he had been learning Mandarin. Yes, my husband is neurodivergent and his interests are cars, but that doesn’t displace all other things. Another reason why my husband holds my attention is that he can keep a conversation going and match anyone’s changes. It’s not one ritualistic or compulsive thing every single fucking day.

A very real consequence of the lack of standards in gay sexual spaces, especially given that many misogynistic, homophobic far-right men suppress their homosexual attractions, is that many of the fetishes in gay sexual spaces are reminiscent of manosphere content. Because of what I do for a living, I have access to audience segmentation metrics and social embeddings of how content is served. Manosphere content clusters with homoerotic content that men consume. At some point, obsession became so normalized that people stopped realizing it was problematic.

Unless gay men set boundaries and tell manosphere bros, “we’re not having that,” you’ll see what I see on Bluesky. I’m actually very sexual myself, and I frequently go to bathhouses—those that have very explicit rules—sex parties, and orgies.

The funny thing is that I have had plenty of really deep philosophical conversations sitting in the hot tub of a bathhouse with naked gay men. Because of health codes and all that, you can’t do sexual things in the pool or the hot tub, so those areas were places for genuine play and conversation, while spots like the saunas were the fuck spots. I recall a particularly interesting conversation I had with an older gay man who had been going to that bathhouse since the ’80s. He explained to me the social context of the HIV epidemic and how, basically, no one knew it was sexually transmitted, so everyone was still barebacking at that exact same bathhouse we were in.

The issue here is people who fuck and sexually perform for awful people who want to murder them because they have absolutely no fucking standards and are so emotionally needy that they forgo all forms of self-preservation. I’m a computer scientist, so I have access to a lot of data tools. I can tell you for a fact that there is a strong correlation between men who want to murder gay men and trans people and the ones liking, engaging in parasocial dynamics with, and commenting in their replies. You’re willing to take sexual attention from people who want to kill you, and that blows my mind.

In their minds, Bluesky is better if it is not a Nazi strip bar but a Nazi BDSM-furry-kink club? What the ever-loving fuck?! Honestly, I watch a lot of feminist content that rips manosphere content apart, so much so that I can instantly recognize coded things. The “fuck no!” moment for me is when I saw manosphere-coded things being fetishized in the ego networks of large gay adult content creators and OnlyFans creators in social network embeddings. It’s not like it is insidious. If I see it, everyone else sees it; they are just ignoring it because they are prioritizing sexual validation and their obsessions.

I Stopped Arguing With People Who Literally Piss in Their Own Mouths (no, seriously, for real)

The moment I stopped taking internet arguments seriously was in 2021, when I was having a heated argument with someone on Reddit. I checked their post history and discovered I had been arguing for three hours with someone who drank their own piss. That’s when I deleted my Reddit account. That was a perfect metaphor for why people argue online. They’re pissing and shitting in their own mouths. I’m not serious about it. At that point, I was like, “Might as well be a troll, then, since these people will literally piss in their own mouths.”

Another instance was when, after a debate, I checked the person’s post and comment history. They were a moderator of a large Cthulhu lady porn subreddit on Reddit, rule-34 style. So… yeah. I was like, “Y’all are nuts.” I shouldn’t care about what y’all have to say. I know OSINT, so out of curiosity, I’ll look into a person’s background.

Without fail, whenever a person is chronically on Reddit, Twitch, or Discord, they are the most perverted, creepy, fucked-up people imaginable. For shits and giggles, I will find them. Normally, they’re sad, sad, sad people. It’s especially sad when you realize these people’s profiles go all the way back to 2016! Imagine doing that for 9-10 years!

Mara Greens Quest - (Old Pedo Meme from 8chan)

https://fstube.net/w/aXCWuvTWfHA5smp936avuB

Mara Greens Quest - (Old Pedo Meme from 8chan)

PeerTube

For those migrating over from #Facebook, #Twitter, #Instagram, #BlueSky, #Threads, #TikTok, #4chan, #8chan, #Snapchat, #YouTube, #TruthSocial, #Gab and all the other awful centralized places of the Internet:

https://www.youtube.com/watch?v=bUMh29j3b88

Welcome To Our Club!

YouTube

From Chan Spaces and Toxic Image Boards to BlueSky

After tracking the memetic analog of phylogenetic signatures using Cytoscape, I can pretty much confirm that the most active Bluesky users come from ontological spaces that are progeny of image boards, such as chan spaces, Tumblr, Rule 34, and similar communities. What a dumpster fire.

I used the ClusterMaker2 plugin within Cytoscape to generate clusters from a corpus of memetic data I dumped from a Bluesky importer that imported loci, cliques, and posts.

https://apps.cytoscape.org/apps/clustermaker2

I calculated Levenshtein distances, a way to quantify the difference between sequences based on edit operations, and also employed semantic similarity metrics grounded in corpora constructed from previous image board content. These corpora act as reference points to evaluate how closely the memetic patterns align.

The resulting evolutionary markers of meme propagation consistently matched across the datasets. This indicates that the most active users on Bluesky essentially belong to the same memeplex as toxic image boards, sharing similar memetic origins and evolution.

In contrast, the memetic signature of Mastodon aligns more closely with text based discussion platforms like IRC. This correlation makes sense because Mastodon operates on the ActivityPub protocol, which draws from old school messaging concepts like inbox and outbox structures, favoring threaded, text centric conversations rather than the chaotic image driven meme culture found on Bluesky’s progenitor spaces.

#4chan #8chan #algorithms #astroturf #astroturfing #bigTech #Bluesky #crypto #cryptocurrency #discourse #disinformation #fediverse #forums #IRC #manosphere #Mastodon #meme #memes #memetics #misinformation #misogyny #political #Politics #propaganda #radicalization #socialMedia #socialMediaAlgorithms #tech #techbro #techbros #Tumblr #uspol

Cytoscape App Store - clusterMaker2