There is nothing that guarantees they will exist perpetually. In even a slightly moderate global crisis (man made or otherwise) LLMs and the like will probably one of the first things to go.

Get rid of your smartphone! It did it eight months ago, no regrets.

I wish that fish never stepped out of the water. Thanks for nothing, Tiktaalik.