You can't reliably prove that something is written by an LLM. There are certainly tells but it could be a personal writing style as well. When reading everything with the suspicion that it might be written by an LLM you are at best finding LLM written content and at worst accuse people of using an LLM when they haven't. Nothing is gained by the accusation.
For me a better way is to find out if I want to read the text or not. Does is there something interesting being said? Is it presented in a way that is at least pleasant enough to read? Is it concise enough? If not I don't read it. Or I skim it.
Don't misunderstand me. I don't like the overuse LLM generated texts. I write my words on my own. Still there is nothing to be gained from distrusting and calling out authors.
I'll admit it cannot be proven to the standard of criminal conviction, but I don't think it's beyond a person's or technology's ability to identify enough "tells" to make a solid conclusion. I can share the things that stick out to me if desired, not that it ultimately constitutes any "proof".
> Still there is nothing to be gained from distrusting and calling out authors
Is there nothing? Nothing at all to be gained by resisting the loss of human-created written thought? It may be a futile effort, the tide may be too great, but I guess I'm not just quite so ready to accept the robotic creation of all written content without even a periodic passing comment. It's good for the soul, but I admit I am probably commenting in a community less likely to appreciate or share such a sentiment.
I don't think you gain anything. The article is written, it will not be rewritten or unwritten because you said it's written by an LLM. I don't see the author not using LLMs in the future if they did use them.
I don't see how you changed anything by pointing out that you assume that this is written by an LLM. What was gained? I don't really see anything. Do you think anyone is dissuaded from reading the article or from using an LLM the next they write something because you could maybe probably tell that it's probably written by an LLM?
I think we all lose more than we gain if we do this. We look at each other with mistrust over whether they used an LLM and we point fingers as soon as we see a sign of "wrongdoing". I see artists and writers frustrated about being accused of using ML tools. And the people who just use LLMs and image generation tools mostly just don't care.
The whole "AI" industry makes everything diffuse. We have to go by vibes if something is made by a human or not and the signs are ever more subtle. We have to be so incredibly careful not to accuse those who are on our side. People who create real human work.
For me the easiest solution for now is to stop accusing. Unless you know for certain that there was not a real human behind it don't point fingers.
> What was gained? I don't really see anything... I don't see how you changed anything...
From an outcome-orientation, no, nothing has changed. But then why write a letter to my representatives or leave public comments on legislation? That seems to do nothing. Why volunteer to remove amur honeysuckle from an American forest? It will just come back in a few years.
You are being outcome-oriented, I'm being value-oriented. I think the effort is worth it for the act alone. I believe I retained some dignity by still caring about the distinction between human-created content and machine created content, and for caring enough to still be able to tell the difference. To you it's worth nothing, fine, to me it's worth something. It's not like I'm blanketing comment sections across this or any other site.
> Unless you know for certain that there was not a real human behind it don't point fingers
I am telling you, definitively, this article is "penned" primarily if not exclusively by an LLM. You want to hang on to possibility that isn't true? That is your decisions to make!
I find it interesting that your reaction to my observation seems to make the observation more of a pejorative than my own comments have. You act like I'm accusing someone of a deplorable or shameful act. I don't feel that strongly, but I am nevertheless sad to see the loss of humanity in our writing.