this post was submitted on 21 May 2025
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It can't. It just fucking can't. We're all pretending it does, but it fundamentally can't.
https://appleinsider.com/articles/24/10/12/apples-study-proves-that-llm-based-ai-models-are-flawed-because-they-cannot-reason
Creative thinking is still a long way beyond reasoning as well. We're not close yet.
It can and it has done creative mathematical proof work. Nothing spectacular, but at least on par with a mathematics grad student.
Specialized AI like that is not what most people know as AI. Most people reffer to it as LLMs.
Specialized AI, like that showcased, is still decades away from generalized creative thinking. You can't ask it to do a science experiment with in a class because it just can't. It's only built for math proof.
Again, my argument is that it won't never exist.
Just that it's so far off it'd be like trying to regulate smart phone laws in the 90s. We would have only had pipe dreams as to what the tech could be, never mind its broader social context.
So tall to me when it can, in the case of this thread, clinically validated ways of teaching. We're still decades from that.
Show me a human that can do it.
https://scholar.google.com/scholar?hl=en&as_sdt=0%2C10&q=children+learning+from+humans#d=gs_qabs&t=1747921831528&u=%23p%3DDqyOK2jEfjQJ
EDIT: you can literally get a PhD in many forms of education and have an entire career studying it.
It's already capable of doing a lot, and there is reason to expect it will get better over time. If we stick our fingers in our ears and pretend that's not possible, we will not be prepared.
If you read, it's capable of very little under the surface of what it is.
Show me one that is well studied, like clinical trial levels, then we'll talk.
We're decades away at this point.
My overall point of it's just as meaningless to talk about now as it was in the 90s. Because we can't convince of what a functioning product will be, never mind it's context I'm a greater society. When we have it, we can discuss it then as we have something tangible to discuss. But where we'll be in decades is hard to regulate now.
Alpha Fold. We're not decades away. We're years at worst.
If you assume the unlimited power needed right now to power Aloha fold at scale of all human education.
We have at best proof of concepts that computers can talk. But LLMs don't have any way of actually knowing anything behind them. That's kinda the problem.
And it's not a "we'll figure out the one trick" but more fundamentally how it works doesn't allow for that to happen.