> human curation

More and more I feel like recommendation algorithms for discovery of anything seem to just not actually work for finding things which are new and exciting, but perhaps that's by definition.

If information is surprise then the most interesting things are those which aren't like the things I already know. And the easiest way to find those things I find is to just tune in to something where you don't know what you'll hear, and simply wait. That's it. It might take a while, but I bet you'll find something that feels new, exciting and perhaps expands your tastes a bit. And what could be better?

Absolutely. I've made several new Spotify and Pandora accounts over the years. Initially they offer good recommendations but eventually the algorithms always aggressively funnel down to the same 2-to-3 dozen similar-sounding songs (though its a different set of songs with each new account). Once trapped in that algorithmic tarpit, the only thing to do is start over, which is annoying. Now I let myself discover things via human critics or just in the course of life.

I use the song radio mode to find tracks relevant to distinct songs that I've enjoyed recently, and I find this incredibly effective at unearthing new material that I really like. For many years, I've had no trouble with this finding new artists and quite different songs. Then if I've listened to those a few times, that seems to populate Discover Weekly with a new angle.