I do think that there is a gate against poorly written comments.
It also brings into focus what is being moderated for. It does seem like the most effective solutions are just to make sure the commentors are human.
Are there infinitely many primes p such that p − 1 is a perfect square? In other words: Are there infinitely many primes of the form n2 + 1?
Answer: [ ]
( ) I don't know
I don’t exactly care about whether or not the actual bits on my screen came directly from a human’s fingers on a keyboard or from an LLM, but I do care about whether or not the material is good, well-written, appropriately concise (which varies both on the content and the audience), fact-checked, and I’m sure a bunch more factors. Some humans fail at these criteria as well.
Human authorship is an imperfect proxy for quality, but saying it’s imperfect doesn’t mean that it’s worthless… quite the opposite, I’d argue. Even if there are flaws in the writing, it at least shows that the author tried, which I do personally put value on. Copy & pasting Claude output without even fact-checking… that’s inherently low effort and if that’s what I wanted to read, I’d just ask Claude myself.
I use LLMs in my workflow to varying degrees depending on the task, but their output never makes it into the wild without serious scrutiny. Sometimes their code is better than what I’d have written, which is great. Sometimes it completely misses the point and needs significant re-steering several times, to the point where it’s easier if I write it myself. For writing, I’ll happily have an LLM harness put together a document explaining a dataflow through a complex system; I ask it to include source filenames and line numbers and can do my own validation before accepting it as truth.
You’re right that some folks can share more value in fifteen seconds than others might in fifteen hours (setting aside that the first set of folks might have got to that point by way of fifteen years of practice first). That’s hard to gate on. But keeping out shitposters and spammers by requiring a modicum of effort is at least somewhat effective.
Eleven times out of ten, your initial idea is garbage. If you write it up, or let AI do that for you, the result is garbage. But if you go through the effort of structuring the idea and thinking about how to express it and how to phrase the details, you may learn what's wrong with the idea and how to improve it.