Finders, Feeders

LLMs learn one thing (and one thing only!) and can repeat the learned data in any way you require. Such as summaries and graphs. They can predict in the sense that after looking at 1000 items in a sequence they can guess what comes next. But the only accurate thing about them is them repeating data back at you in a condensed format.

Then ChatGPT comes out and I'm of course highly dubious of the term "AI". Lo and behold, any further reading on it reveals its just an LLM, same as any other supposed "AI" out there.

Again, LLMs do not produce something new. They repeat back what was given in the way you want. So "AI" scrapes the internet and just spews the main Google page at you but with a twist. The twist is the bad part because every extra instruction you give an LLM on how to repeat back to you, every bit more complicated it gets, the more likely it is to make mistakes. Programmers working with LLMs often have the program spit out the results of every individual step when this happens so they can fix it and move on. "AI" does not do this and people don't think to ask. People don't know to ask. They've been sold the idea that this machine thinks for itself.

It doesn't. It just echoes information from others in any way you like.

The more complicated the order (such as condensing a summary into a few paragraphs, or using a sassy tone, or explaining via pop culture analogies, etc), the more likely for things to go wrong. Because then it's trying to combine multiple learning models in one. An LLM trained on history can probably give good answers. An LLM trained on vocal tone might approach accurate sounds. An LLM trained on analogies will always make mistakes (because it would need a lot of data on each item its trying to compare). But a single LLM trying to do all three at once is going to encounter redundancies and contradictions, each request guiding it to a different outcome.

LLMs, "AI", are an echo. Echoes are just our own words bounced back. Echoes can be fun to play with. Echoes can be somewhat helpful in navigating the world when we analyze the way they bounce back.

Echoes are not another intelligent being. Echoes are not thinking. Echoes are not providing anything else that hasn't already been said before.

But most of all

1. Do not do age verification.

Cognitive atrophy exists and is most frequently caused by excessive screen use and particularly excessive AI use snd one of its characterizing features is loss of white matter.

There is also convergent work coming about that shows early exposure (<5 yrs) with more than 1 hr a day slows white matter development, and the mechanism may involve sleep disruption.

What’s relevant here is the plasticity of brains, especially young ones, doesn’t necessarily mean that the measurable damage to the brain is not reversible.

My homie’s cat had to get a crazy expensive life saving surgery because he could handle the stress of her being gone to move her geriatric mom out of her hoarder house snd into a healthier (respiratory) living situation. Her stress is really real. Ive helped as much as I can but if y’all can give $5 or something it will make a difference!!