I'm a web developer and find the playwright MCP to be genuinely useful. My LLM is able to navigate my site, measure the size of elements, see console errors, network requests, etc. This is the only MCP I've ever installed and haven't yet had any cause to use others. But I'm interested in hearing what other professionals are using.

I love writing, it's one of the most human things about humanity. It's communication, art and sharing all at once. It's been fundamental to culture and progress for 1000's of years.

LLMs are, in a way, really good at writing. They have the larger part of human creative output distilled into their weights. So it was inevitable that more and more people would start publishing articles and blog posts written (all or in part) by AI agents.

I don't like it but I accept it, there really isn't anything I can do about it. What I was hoping, though, is that high signal to noise ratio places on the internet (Tildes among them) would reject it and we could go on consuming 100% organic prose, at least for a while.

And for while that's exactly what happened. In techy places like Hacker News, AI posts were quickly flagged and downvoted into oblivion. At Tildes they mostly didn't show up at all, or if they did I missed them.

That seems to be ending though. Now I see agent written pieces on the front page of HN with 100's of comments. There's always a highly upvoted comment pointing out that the piece is slop, but you have to scroll to find it.

The reason I use HN as an example is that it's full of people with extensive experience using AI agents who are in a position to tell if something is slop. And it looks like the larger part of readers (or at least commenters) can't tell the difference anymore. If that's true at HN, it's going to be true everywhere.

It is getting harder to tell when something is slop, people are post editing, handwriting intros and getting better at prompting to remove obvious LLM tells. But if you have any practical experience with these tools, it's still pretty easy to tell. Somewhere during post training certain patterns end up getting heavily favored. Interestingly, many of them happen across all of the frontier models. Em-dashes are the most famous but there are so many more. Most are rhetorical tricks or formatting patterns rather than punctuation.

Reading LLM prose, many of the tropes don't stand out at first, instead they land as strong writing. But after you see them repeat enough times they start to become obvious. Even putting the tropes aside, the hallmark of a lot of LLM writing is that it's more rhetoric than substance. Low signal, lots of noise.

I don't have a solution, it's starting to look like many (maybe most) people aren't going to be able to tell when they're consuming something that required minimal thought by the "author" who prompted the AI. Which is sad because, up until now, we could assume that, when we read something, someone cared enough to put time and mental bandwidth into creating it. That's become increasingly less true.

I suppose this post is me feeling wistful for the internet we used to have, written exclusively by humans. I continue to hope that people will reject slop at places like Tildes, but in order for them to do that they have to be able to identify it. Maybe people will get better at that, there is definitely a point where you've consumed enough slop that you can smell it from a mile away. But of course the slop is going to keep getting harder to detect.

I don't want to go as far as to say that slop will take over the internet, I think (hope) that people will keep wanting to read organic, human, writing. And that as a result we'll come up with strategies and solutions to support that.

It's a weird time. Right now every LLM blog post and article that goes viral is signalling to the prompter, and anyone watching who can tell what's happening, that there is demand for slop. And of course with demand comes profit. I think we're at the beginning of a steep curve.