Two different recommendation engines. One optimizes for depth, the other for breadth. Combined results in the feed for a well balanced diet of content.
To make it even better for customers, Youtube could break the different types of content from the recommendation engines, instead of blending everything together under one list in a way that resembles a slot machine.