Nobody is saying that LLM's don't work like magic. I know how neural networks work and they still feel like voodoo to me.

What we are saying is that LLM's can't become AGI. I don't know what AGI will look like, but it won't look like an LLM.

There is a difference between being able to melt iron and being able to melt tungsten.