Great stuff! However, I thought that the Echo Nest tools that they bought were already doing such stuff. If not, what are they currently using for content-based recommendation?
That's true, there is quite some overlap with what the Echo Nest are doing, albeit using a different approach. As I mentioned in the post, a lot of different collaborative filtering techniques are currently used together, so the same could be done for content-based techniques.