It's soldered RAM, which is a fantastic trade-off for specific scenarios (inference). If all you care about is local inference, this thing is basically the same price as a 5090 (I think?) with multiple times the memory, and no need to purchase "everything else" (mobo, CPU, etc.) alongside. And given that home inference will typically be serving a single user at once, a handful at worst, you really have no need for a GPU. I'm guessing that this product will be uniquely positioned for quite a long time.

For every other use-case? Yeah, just get a desktop.