The way around this is the people that listened to this also listened to that feature. That's the main way I discover new music these days. I find something new that I like and then I explore whatever it is that people listen to that also listened to that song. If you don't do that, the recommendations are basically more of the same shit. All the B-singles of an artist you like some songs of. Or worse: "you're old, here's some old music for you!". Or even worse, "your ip address is in Germany! You know you are a closet German! Here's some German hoompahpah music for you!".

Amazon and Youtube are equally useless when it comes to recommendations. All the machine learning talent in the world and they are utterly useless. I clicked a young ones clip on youtube a few weeks ago. Now my recommendations are 40% more f*ing young ones clips.

But randomly clicking stuff on Spotify reminds me of 25 years ago where you'd randomly download some shit and then listen to it. I also miss the art of a well produced album. I can't listen to individual songs of a good album. I have to play it beginning to end. I hate all the bonus tracks that Spotify slaps on albums. The whole point of the last track on Dark side of the Moon is the fade out to silence at the end. But that's just me.

I wish they would stop breaking my playlists by randomly breaking links to songs when they get replaced or re-imported. Seems I have to hunt down replacement tracks for 10-15% of my carefully curated playlists every year or so. Usually they are still there. But in some cases entire albums disappear. All the endless remasters, best off collections, etc. that they keep churning out result in endless breakage. How hard can it be to automatically replace those songs with the exact same recording on a different album?!

One thing I like to do on Spotify is to make a "Blend" playlist with a friend whose music taste overlaps with mine slightly. Not for its intended use of creating a playlist for you both to listen to at the same time, but instead I find it's useful at pulling your recommendations out of the safe zone (and towards the taste of your friend). Sounds a little bit dystopian that I'm cutting my friends out of the friend-recommendation part of music discovery, but if I find a new artist I like I usually make sure to mention it to the friend.