Look up ai rating instructions for instruction following, correctness, naturalness, and composition, they always tend to fail on one of those fronts and if you learn to identify them like a trainer it is easier to notice
this post was submitted on 08 Jul 2026
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Watermarking never meant to be a legitimate way of telling this stuff apart. Anyone slightly savvy could run a generator locally and produce images without watermarking, if they really meant to fool others. You are right in that the watermarking makes it (or did) more difficult for the average joe, but yeah. This is a never was kind of scenario
I drop musical artists like it's hot the moment I find out they support Israel. I'm not opposed to doing the same for AI.
Did you worry about photoshops too? Because many of those were absolutely hard to tell
Not true. If it looks shopped I can tell from some of the pixels and from seeing quite a few shops in my time.
Be careful of falling victim to bad toupees.
You always know when you spot a bad fake, but you have no idea how many good fakes flew right past your radar. We tend to think we're much better at these things than we really are.
Then you will learn same skill for slop most likely
Eventually, you won’t be able to and we’ll be back to what my generation learned early on, don’t trust what you see on the Internet.
Go see art in real life. It's all original content.
I mean, you can make physical art using AI.
searches
https://www.art-magazine.ai/program
Anytime, everywhere, all about AI & generative art
A list of AI art and generative art exhibitions, festivals and events.
The word "slop" has lost all meaning.
The phrase "lost all meaning" has lost all meaning
That all depends on what “means” means.
We can’t tell the difference anymore - we simply can’t trust anything on social media anymore as it’s mostly not true - also print and broadcast media are equally lies…
Always have been.
If you can establish that it was written before 2021 or so, it's probably not from an LLM. That kind of text has been compared to "low background steel", typically salvaged from ships sunk in WW2 or earlier. Low background steel is a valuable commodity used for some types of highly sensitive instruments. Steel made in August 1945 or later, especially post 1950-ish, always has trace amounts of radioactivity from u-know-what.
Note that contamination is contagious. Even if you know that a human wrote something post-2021, for example because you wrote it yourself, you still can't say it's guaranteed AI-free, because of how AI has warped language and to some extent everyone's minds.
https://englishlanguagestudies.com/the-impact-of-artificial-intelligence/
https://www.psychologytoday.com/us/blog/urban-survival/202507/the-emerging-problem-of-ai-psychosis
Everything is slop, no AI necessary.