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Culture War Roundup for the week of January 19, 2026

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Recently I've had a related observation while browsing a different website, which has an amount of bots and shills. But interestingly people seem to really despise it if you call a bot a bot, or a shill a shill. They might defend some obvious AI slop by saying "it's not a crime to write well" or "many people use em-dashes legitimately" or even just call you an idiot with no further explanation. All humanly written posts, all defending an obvious bot with vigor. I saw a similar thing on a local Facebook group, where an obvious paid shill posted a wall of text clearly written by ChatGPT, yet everybody just ate it up. It seems like when you bring up concerns, you end up as the bad guy for disturbing the peace, while the bot is the good guy because it's following the right conventions.

I remember a previous discussion about non-autistic vs autistic communication, where autistic communication is centered around an exchange of facts, while the core of non-autistic communication is emotional signalling. It seems that that this phenomenon extends to bad actors insofar as they can provide the right emotional cues to be accepted. Or at least people feel that it's not a disqualifying factor from engaging at face value. Meanwhile I know a shill is paid to say anything necessary in order to spread his message, and a bot is just a program with no emotions or sense of true or false.

But I think this touches on the idea of arguments as soldiers. To many people, it likely doesn't matter what the facts are, just the emotional message that they encode. And while debunkings exist, the practice they just act as another soldier from the other side knocking on the door.

Looping back into current events, it seems like there's little incentive for the administration not to bend the truth. The enemy was already deploying their rapid response arguments with zero regard for the truth, saying that a boneheaded ice agent just executed an innocent bystander on the street in cold blood. What good does it do to say "The agent made a split second judgement thinking he was grabbing a gun, which turned out to be the wrong call" (the truth) versus "an armed and violent individual resisted arrest and was shot while police were trying to disarm him" (not technically a lie). Twitter autists might try to go over the frame by frame, but for everyone else they're gonna live the lie.

We're increasingly living in a version of the Matrix but with AI on the Internet. You're trying to hand red pills to those blissfully living in the Dead Internet. I sense we're increasingly going to be divided into those who can instantly recognize AI slop and normies who can't tell the signs, accusing authentic content of being AI and passing AI content as genuine. I think this is going to be IQ and age-loaded similar to computer literacy. If you're smart, you can clock AI-generated images from just the uncanny shading, thumbnails from the ridiculous exaggerated expressions (and also the distorted lighting), and you could probably distinguish the text from the vague genericness even without the em-dashes. If a video is from a channel with a generic two-noun name, and has those word highlighting, auto-generated subtitles, then I can suspect it's AI slop and not click on it.

Young people probably have an advantage in brain nubility and increased exposure to a lot of online content in general to recognize patterns. Even dumber people will probably learn certain signs but just slower. For boomers, however, AI slop is just another item in the list of entities on the Internet trying to deceive them, appended to the list after deceptive advertisement and scam emails. There's also an effect similar to Gell-Mann Amnesia, where people will recognize output in their own domain of expertise as vapid, generic fluff, even if they don't recognize it as AI-generated, but outside their domain, they won't instantly see just how uninsightful the output really is.

As AIs improve, I suspect we’ll end up in a situation where no one will be able to tell whether something was written by a human or an AI. The thing that makes AI writing uncanny now is that it’s much better than average (seriously, most people suck at writing), while at the same time curiously devoid of real content.

This is contingent that AI can improve that much far beyond a natural neural network. There may still be certain domains (or perhaps most domains) where animal intelligence proves more adaptable than machines, perhaps because of some inherent physical computational limits, similar to how simulating reality is that much more expensive just in terms of energy cost and atoms to atoms versus just running experiments in reality. Even if AI could reach human parity in generating art, I doubt it could create fully-accurate photorealistic images without uncanny artifacts from some perspective.

With human parity in image perception, they could probably generate an image that would fool the average human, but considering humans perceive and focus on different details and patterns from the same reality, that would leave potentially infinite angles of error. And considering the adaptability of human intelligence, if AI keeps making errors from the same angle, it'll eventually form a pattern that people will distinguish. AI would not only have human-level intelligence (which it does not, and even human's have blind spots), but it would have to be so intelligent that it could preemptively correct for any human-detectable flaw before being deployed.

I remain skeptical of the Muskian view of an AI-generated virtual future where we would replace all input with AI output. I'd hypothesize that limits in the laws of physics would mean there would always be plenty of glitches in the Matrix, and it would be more akin to uploading yourself to the simple world of a video game, which would have glaring deficits and would be unsatisfying as an indefinite permanent dwelling.

Why would the AI need to fool people (and not merely the average person but accounting for potentially infinite angles of error!) into believing an image was real?

The whole point of fiction is that it isn't true, it's more interesting than reality.

The whole point of video games is not that they have no glitches or are indistinguishable from reality but that they are fun to play.

If someone was uploaded into a video game, the glaring deficits would be that you don't have to wait around in a traffic jam for 40 minutes before getting to a job that you hate with people you dislike, eating some fatty food, going home and then doing chores. Then watching or reading or playing out a more interesting story about love, betrayal, drama, stakes, violence, power...

Even an imperfect fictional world can be far superior to reality for many. Even the imperfect fictional worlds we have today are a compelling substitute for reality for many.

Why would the AI need to fool people (and not merely the average person but accounting for potentially infinite angles of error!) into believing an image was real?

Well, I believe even a midwit would eventually telltale signs of whether an image is synthetic or not, just they would learn slower.

The whole point of fiction is that it isn't true, it's more interesting than reality.

Interesting perspective on fiction, but not one I necessarily share. I find fiction interesting in how it speaks on reality, history, human instinct, and the thoughts and feelings of the writer. I guess I'm just skeptical that AI would ever reach the stage of creating anything quite so interesting, rather than the generic slop that it currently produces. At the current rate, it seems like humans and animals will continue to be more adaptive and interesting.

I've worked on some LLM-based gaming services. I think you and many on this forum are way too highbrow and don't appreciate what the consumer is actually like.

They are stupid and boring, can scarcely string a sentence together in the logs I see. Lower your gaze from the peaks of human literature and meaning to the nhentai comments section, the ESL who for some reason is writing stories on webnovel.com, or the fem-smut books about milking some bullman with a monster cock...

The strongest contemporary AIs are much smarter and more interesting than these people in my opinion. They can produce novel and interesting ideas if prompted well by a smart person. It's not so simple as saying 'come up with a smart novel idea', you have to give it a premise or a basis and then it'll expand it.

The issue is the stupid people giving poor prompts to mid-tier AIs and producing an ocean of slop - because for stupid people that's all they need. But stupid people and cheap LLMs are very numerous...