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Culture War Roundup for the week of July 7, 2025

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I want to revisit the comparison of AI slop with human slop, and whether AI is currently capable of writing.

I recently came across the most mind numbing and soulless writing in this series of articles: https://www.greenmatters.com/a/andrew-krosofsky . It has all the hallmarks of slop, hundreds of low effort articles, no clear theme, bored and soulless writing, etc. But guess what, it's written by a human! He was also really doing the grind, writing multiple articles per day. I also have receipts because the wayback machine shows his writing years before chatgpt existed: https://web.archive.org/web/20201015131543/https://www.greenmatters.com/a/andrew-krosofsky .

But I noticed something immediately. The writing was obviously human. It didn't have any of that uncanny valley feeling. There are no obvious falsehoods spoken like truth. No hallucinations. And even his worst articles are 1000x better than the typical AI fake news. This just reinforces my understanding:

Even the lowest dregs of the journalistic world write at a higher level than the best cutting edge AI models today.

Now I'm sure the AI bulls here will disagree. So I have 2 challenges for you all:

  1. Find a single hallucination in an article written by this author between 2021 and today. There are quite a few, so this should be easy if human writing is unreliable. For the purposes of this, a hallucination is a statement that is both provably false at the time of writing and not supported by a linked source.

  2. Demonstrate a technique for an AI model of your choice to reliably copywrite articles of a similar quality, over any arbitrary topic that has reputable sources available. Those articles must not have obvious AI tells, pass AI detection, and have a hallucination rate of less than 1 in 1000.

To put my money where my mouth is, I'll offer a wager of $50 for the first person to complete either of these challenges. But I think the fact that a human who is at the bottom of the journalistic world can handily do this but an AI can't should demonstrate the big gulf between human and AI that still exists.

Tangent: you're writing about AI slop so I was reminded of this Conversations with Tyler: Any Austin, on the "Hermeneutics of Video Games". Any is some kind of famous YouTube celebrity that I'd never heard of. Anyway, Tyler asked him about AI slop w.r.t. video games, and Any made this point that people shouldn't feel too outraged about encountering AI slop on authenticity grounds, because practically everyone's favorite art is inauthentic.

No one will because we can’t even tell now. The amount of times that you have conversations with people and they go, “This was . . .” Mozart’s a great example of this. I can’t get into that conversation because I don’t actually know that much, but my dad — he knows all the classical music and has all those books and reads all the things, but he was largely motivated by money. Yes, that was a big part of his motivation.

People say this when you talk about video games that get made — or music, actually, is probably the best example — “Oh, I know that was an authentic thing. That band, when they put out that album, that was an authentic piece of art,” or whatever.

Then you go and you read about the history, and it turns out that they made it under duress, and they didn’t really want to. They didn’t care about it. All of it is made up, whatever. To me, that makes it very obvious that we can’t even tell the difference between what we perceive as authentic human art versus inauthentic, so it’s very unlikely that we’re going to be very good at being able to tell the difference between AI generated art.

That's a fairly salient point. They weren't conveying some sacred part of the human spirit. They were serving up shit that sells. This isn't the definition of slop, but inauthenticity is the cousin of slop, sure.

It kind of aligns with a different semi-trolly comment I have where people whine that they wanted computers to automate housework, so they could be free to do art. Not automate art so they could spend more time on housework. It shouldn't be surprising that art is easier to automate: popular art is formulaic! Of course it's easy for robots to copy!

  1. I realize calling Mozart slop is odd, but plenty of classical musicians complain about how poppy his music was.

Your semi-trolly comment is based on the shared cultural assumptions that housework = drudgery and art = purpose. We can automate processes, but not purpose, so on the path to eliminating the drudgery of housework, we eliminate the drudgery of soulless art. But people want to do art - not corporate memphis prints of mixed families at a picnic, they want to express themselves. So even while corporations all converge on an art style specifically designed to be 'inoffensive' and mass produced, even as ai makes it trivial to 'bring your imagination to life' and ghiblify your photos, people wistfully dream of the day they can stop working and make art. IGOR beat Father of Asahd in every conceivable metric. We might not notice authenticity, but our brains do.

On a similar note, if you pick a career as an artist to make money, you should get the paint in your house tested for lead. You pick a career as an artist because you want to express yourself more than you want to make money - stupid maybe, but it's true. Sometimes you have to make money anyway though. Does that make your expression inauthentic? No, because it's still driven by purpose. And necessity is the mother of invention. Simply by choosing a life of squalor so you don't have to work 9 to 5 (what a way to make a livin! (fuck that's what I'm singing for the rest of the day now)) positions you to make authentic art. Does that mean you will make authentic art? No, you can still make slop for a paycheck, and that slop might even be popular if you put your soul into it. I don't think anyone would disagree that The Boondock Saints was slop, an attempt to cash in on the Tarantino bubble of 90s movies about hitmen. It is also earnest as fuck and people love it for that.

Artistry is at all times a battle between those who wish to express themselves and those who wish to turn that expression into money. Sometimes and in some places it leans one way, while in other times and places it leans the other. Hair metal and bands like Poison look soulless in comparison to Nirvana and Hair Metal dies, then grunge gets coopted by corporate and refined and streamlined until we get Creed, who look soulless in comparison to The Strokes, and so on, same as it ever was (in case you don't like Dolly).

grunge gets coopted by corporate and refined and streamlined until we get Creed, who look soulless in comparison to The Strokes

What a weird description of Creed, of all the bands you could have picked. Their lyrics are very sincere (if not especially subtle) expressions of Scott Stapp’s Christian faith. They’re far more “soulful”, in terms of heartfelt expression of their true beliefs and emotions, than nearly any other band within their same broad genre. There are plenty of reasons not to like Creed (although I’m certainly a Creed fan), but lack of soulfulness is an inapt one.

Poison, believe it or not, also projected authenticity - they really were into that glam rock party lifestyle - which is why Bret Michaels remained a celebrity despite gradually turning into Janice from the Muppets. But when you get sucked up into the music machine you look soulless in comparison to 'authentic' acts like Nirvana and The Strokes (which in a way is just the same machine in the bust part of the cycle.)

All of them are artists. Blackpink are artists. The Monkees were artists. They will look soulless anyway when coopted by the machine. And while I'll admit I don't know a lot about Creed, I'm pretty sure they were thoroughly coopted by the machine, just based on the radio play they got back then and how much everyone complained about it.