Inspired by two articles that had me in tears: one where a neural network made magic cards and another that made recipe titles, I thought I would try my hand at using a neural network. But what sort of data could I feed it? Well, surf seems perfect. It's been around for ages so there's plenty to draw from, but it's also got a lot of tropes to make it identifiable. While Tsunamibots are working hard to replicate human surf music, I have years worth of playlists full of surf song titles. Perfect. I'll have this artificial intelligence make a surf playlist.