> That made me chuckle but I guess if you have never seen one I could see how that assumption could be made

It's more like that "wafer as a big-chip" (more formally, "WSE - Wafer Scale Engine") is now a reality (see Cerebras).

But in this case, the wafer will be split into a few dozen chunks.