I don’t see it so much as pollution as a smokescreen being put in place on purpose. It is my belief that these companies plan to so heavily flood the internet with AI generated nonsense that they can then begin to charge a premium for access to verified information.
That is why I have made an effort to collect actual physical books all printed before AI became a thing that have lots of info I can use to verify things. I have books on medical info, various crafts, construction, agriculture, copies of works from Lenin, Marx, Mao, Stalin, Marcus Aurelius, Plutarch, Voltaire, Machiavelli, Sun Tzu, etc. Math textbooks, science textbooks. I’ve got around 80 or so right now. A lot of them I got for free and the rest I got for very cheap (anywhere from 1$ to 9$) because I go after used books. Many are from the 70s and 80s.
The idea is that say in like 2035 if I need to know something random I have a bunch of 100% human made and verified information. Even if some is a bit outdated it’s better than AI slop.







I think the very design of LLMs makes them not very useful even when used “correctly”. They are basically machines that are very good at sounding plausible. But they have absolutely 0 way of checking if info is correct or not. It’s just whatever is reinforced the most in their model is treated as correct.
I think the underlying technology likely has uses. But the way it is currently being produced into products is something that, even if you tried to use it correctly, would simply end up tricking you with some plausible bullshit. Maybe you tell it to edit a paper and it decides to “fix” one of your opinions to be the most common one. Maybe you tell it to tell you the nuance behind a historical fact and it makes up a very likely sounding story that is entirely bullshit which you then repeat to someone else without realizing.
The ability it has to sound plausible is its biggest flaw. Because an LLM will VERY rarely if ever say the words, “I don’t know.” You’d basically have to have gone in and coded it to respond to that specific question to respond with “I don’t know”. Otherwise it’ll just make something up.