What I find frightening is how many are willing to take LLM output at face value. An argument is won or lost not on its merits, but by whether the LLM say so. It was bad enough when people took whatever was written on Wikipedia at face value, trusting an LLM that may have hardcoded biases and is munging whatever data it comes across is so much worse.
Even Wikipedia is a problem though. There are so many pages now that self-reference is almost impossible to detect. Meaning, the citation of a statement made on Wikipedia that uses an outside article for reference, which is an article that was originally written using that very Wikipedia article as its own citation.
It's all about trust. Trust the expert, or the crowd, or the machine.
False equivalence. "Nothing is perfectly unreliable, therefore everything is (broadly) unreliable, therefore everything is equally unreliable." No, some sources are substantially more reliable than others.
But of those 126,301 people who have edited in the last 30 days, some of them have edited more than one article. In fact, some have made up to millions of edits (lifetime), which disproportionately increases the total. At least 5000 people have edited more than 24,000 times.
This is what people said about the internet too. Remember the whole "do not ever use Wikipedia as a source". I mean sure, technically correct, but human beings are generally imprecise and having the correct info 95% of the time is fine. You learn to live with the 5% error
I think it brings forward all the low-performers and people who think they are smarter than they really are. In the past, many would just have stayed silent unless they recently read an article or saw something on the news by chance. Now, you will get a myriad of ideas and plans with fatal flaws and a 100% score on LLM checkers :)
People take texts full of unverifiable ghost stories written thousands of years ago at face value to the point that they base their entire lives on them.
You know, these days I think the abstracts are generated by LLMs too. And the paper. Or at least it uses something like Grammarly. If things keep going this ways typos are going to be a sign of academic integrity.
