Honest answer: medical imaging. If your data doesn't fit into ram, it's a right royal pain in the arse, and being able to do linear algebra on huge, 14-dimensional datasets and seeing if the final result actually looks like the inside of a person in real time as you fiddle with the code is a huge plus.

And yes, Gnome is still sometimes completely unresponsive...