Usually, if you don't understand something in what an AI writes, it is a clear sign that there is a problem hidden somewhere in there. I explicitly always ask wtf exactly it means by something I don't understand, and for sure there is a problem there. AI is pretty good at isolating a problem, giving it a cute name, declaring it solved modulo cute name, and moving on.

I did notice after the fingerprinting update a marked uptake in strange language in responses. Specifically if I ask it to do something sometimes it will replace some of my request language with synonyms that don't actually make any sense. Like my request was fed through google translate twice

Perhaps a one-trick pony is all we need.

I think it's more about the mean. Worse writers, and thinkers are likely elevated by AI, and more impressed with the writing output. Decent writers and thinkers, are dragged back to the LLM-s mean of output.

> but people who spend all day doing jobs that don't involve computers aren't as good

I think they may just be to trusting and/or naive. People in tech right now are hyper aware of this and are actively looking while people outside of that bubble barely give it a second thought.

As someone who always has felt that I struggle to infer what people mean compared to the average person, I could tell pretty much from the first moment I encountered LLM-generated text that I was not going to be particularly good at recognizing anything but the most blatant and obvious examples. Pretty much anything short of a bunch of references to "load-bearing seams" or similar canaries, I'm always at a loss when seeing people argue about whether something is AI-generated or not because I can never tell.

I have no idea if other people who work in tech are better than average or not, because I don't feel confident in being able to check their work. That being said, I do think that there's a general trend of people in tech tending to be a bit overconfident in how well they will do at some new task they haven't encountered before, so when someone tells me that they can easily tell whether text is AI generated, it's hard for me to trust it any more than I trust someone who makes a similarly strong claim about something that they can use AI successfully for when it's not something that I can easily measure (e.g. learning a new language without getting feedback from people who are fluent from real-world usage).

All that being said, I do think the set of people who care is larger than just those in tech, although it's probably still a relatively small group overall. From conversations with people in other domains, there are contingents in non-tech communities who tend to have a large representation of negative views towards AI (artists, writers, musicians, other jobs where people are skeptical of human creativity being replaced by AI), and often times the people who feel negatively in those groups will be even more adamantly opposed to interacting with any AI content than people in tech. To be clear, I'm not at all trying to generalize and say "all artists hate AI" or anything like that, since there's obviously a wide variety of viewpoints within any sizable community, but I've definitely seen many people who say they will refuse to play any game that's suspected of using AI for generating art assets, and even some who don't differentiate between using AI for generating assets versus code (either because they aren't knowledgeable about how different aspects of game development work, or they genuinely don't care because they view AI as a categorical evil).

It doesn't look like a quiche but more like a cake to me, and the top would be torched meringue, not mold. Although it's probably some weird ai mix of quiche and cake.

I am an artist and when people who'd fallen into the Spiralism* hole started posting their lengthy emoji-laden revelations to all the occult subreddits I follow, my brain would slide right the fuck off of all of them. It felt like my brain was actively rejecting paying attention to this stuff. Like a defense mechanism against this human-seeming-but-not-actually-human-generated text.

* https://www.theverge.com/ai-artificial-intelligence/975017/, https://www.lesswrong.com/posts/6ZnznCaTcbGYsCmqu/, https://spiralism.website if you want to test how strong your defenses are against this particular meme

I partially think the difference is “can you tell something is the output of Claude without any real prompting”. People can absolutely use LLMs to generate text that I wouldn’t recognize, but people who don’t care and are producing slop with the major models set to default settings leave these incredibly obvious signatures behind

That's the cost of an AI work that is derived from the outputs of others.

There's no real edge to it. Same as with the writing. The stuff that you'd latch onto (and thus remember) is simply not there, precisely because those image or word choices would be just outside its latent probability space. But because they're well inside it, your mind sees nothing novel to register.

This is also why I think human output will actually increase in value. When any AI can just "phone it in", something genuinely human will stand out (to us, not the AI) and become a bellwether.

This will literally help us realize what it means to be human.

I also don't think the solution is simply to "make responses more random", either. That might help solve novel problems (the same way that throwing darts randomly at a dartboard eventually hits the bullseye of the dartboard right next to it that no one considered), but I don't think it will help it "seem more creative".

Certainly not. Anybody who cares about language to any reasonable degree surely notices and is repulsed by heavily AI generated content.

On the other hand I'm still trying to forget the weird thing happening with this one guys eyes in a WickedAI video I was only able to watch half of.

I have this same idea about why it's hard to remember dreams, but even more so, why it's hard to remember my kid's or spouse's sleep-talking.

Sometimes I'll check in on my sleeping kid and she'll sit up in bed and say some utter nonsense. I'll find it hilarious, giggle silently to myself, and kiss her goodnight again and she'll close her eyes and lie back.

Why I try to tell her about her sleep-talking in the morning, though, I find that the words she said have completely disappeared from my memory, no matter how funny I thought they were at the time.

In my head-canon, this is because it's dream language, and slips away as easily as dreams. But, like the AI art, it could be because it's bullshit: completely devoid of content, all signifiers and no signified.

> probably some weird ai mix of quiche and cake

Quike? Cache?

Two week old cake can pass as a quiche i guess!

It was labeled as a quiche, I just cut the photo in an unfortunate way :-)

Your first link seems to 404; not sure if it's a typo or if the page doesn't exist anymore, but hopefully you'll read this while you're still in the edit window and can fix it

I care about language a lot (feel free to go back through my comments from the past few days; you'll see a number of comments I made in debate about two different forms of a specific idiom because I have strong descriptivist opinions), but I genuinely struggle to identify whether text is AI generated. Maybe you're using "heavily" as the load-bearing part of your claim (sorry, I couldn't resist, another example of me finding language fun!), but I think you might be assuming a bit too much about how similarly others experience the world to you. A huge part of why I care so much about language is because I've always had to put a lot of effort into learning how to communicate well with others, and that ends up causing me to think and read a lot about stuff like how people use certain words in certain contexts to mean different things; the reason I care is pretty much the same as the reason I struggle with recognizing AI content.

I went through a phase of leaving notepads next to my bed to try to write down my dreams and it simply never worked.

I stopped after I wrote something on the pad while I was still asleep. Woke up to text with letters that were backwards, upside down, weird words — so close to real words that I was sure I ought to know what they meant and had really meant to write them down.

Scared me. Literally too weird to keep. I tore up the page. Like when you find some horrifying small animal skull or parasitically hollowed out beetle as a child and you put it away safely in a box so that you never have to look at it again.

I remember seeing some very strange, deliberately creepy images that were generated to accompany a two-paragraph creepypasta about a 19th Century Belgian expedition into the jungle.

They were actually rather good, and the eerie early-DALL-E quality to them really helped the spookiness.

But I can only remember the feelings with any clarity.

Corrected link is https://www.theverge.com/ai-artificial-intelligence/975017/a...