The main difficulty with growing computing devices in three dimensions is cooling. All that heat has to be somehow carried away. It's already difficult with 2D devices. One would have to incorporate channels for cooling liquids into the design, which takes a bite out of the gains from 3D.

https://www.anandtech.com/show/12454/analyzing-threadripper-...