Chebucto Regional Softball Club

this is what's at risk with LLM-generated content, and we badly need some kind of guidelines and a project to archive original, human-produced knowledge before it's too late and it becomes impossible to extract it from an ocean of random language.

if you have a library of 10,000 precious books containing thousands of years of human knowledge, and that library burns down, it's a tragedy. and it's the **exact same effect** if, instead of burning them, you mix those 10,000 books into a sea of 1,000,000,000 books that look exactly like them but contain fabricated content with no traceable record of who created them or why.

when biologists cloned sheep in the 1990s, it was a red alert for bio-ethics, and some pretty strict rules were set for what you can do with a human genome, because everyone knew that once some lab-created horror made it out into the population, there was no way to fix it.

i feel like we are at a similar moment with the ecosystem of human knowledge and no one is talking about it like the civilizational emergency it is.

the original task of internet search engines was to help users find a needle in a haystack. that was a solvable problem, and they were very good at it **because the haystack was finite** but now LLMs are generating an infinite haystack of slop and deliberate misinformation.

what we're seeing is actually far worse. it's a general **epistemological collapse**. the open web is getting filled up with garbage LLM content to the point that it is becoming difficult to find useful results, regardless of whether it's an LLM search or a regular search.

this is interesting, but i don't quite agree. i don't think this is model collapse, per se. i believe when you do "search" with an LLM, what you are actually doing is RAG: they are not constantly re-training their models on the online content they added to their index over the last 48hrs, they are querying their vectorized index of that content with your vectorized search terms, dumping that context into the LLM, and returning a long, chatty result. https://www.theregister.com/2025/05/27/opinion_column_ai_model_collapse/