This is a pretty great explanation/simplification.

I’ll add that because the calculations rely on floating point math in many cases, graphics chips do most of the heavy processing since they were already designed for this pipeline in mind with video games.

That means there’s a lot of power hungry graphics chips running in these data centers. It’s also why NVidia stock is so insane.