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by dqv 15 days ago
One really annoying example of YTM's algorithm is it (or whoever works on it) doesn't understand that a genre can have diverse sounds and instruments, so it will recommend songs that all sound the same.

Like if I start listening to house music, it will just recommend 100 songs that have organ 2 [0], even though house music is more diverse than that. Then it forces me to thumbs down the music, which also isn't what I want to do, because I have no idea what effect it's having on my recommendations. Is it just going to stop recommending house music altogether? Is it going to stop recommending songs with organ 2? Is it smart enough to understand that I just want less and not none? I do like organ 2, I just don't want to drown in it when I'm trying to find new music.

Or I will thumbs up a phonk song and it it just floods me with phonk remixes of pop songs.

Last.fm, on the other hand, seemed to have some way of towing a line of different enough without going too far. Both YTM and Spotify algos just do cookiecutter similarity.

[0]: https://www.youtube.com/watch?v=Iq61C8gndjM

2 comments

> Then it forces me to thumbs down the music, which also isn't what I want to do, because I have no idea what effect it's having on my recommendations.

I feel this. Social media algorithms can be so complex and opaque now that I have to consciously consider what repercussions my interactions have. I have so little idea what interactions affect recommendations on e.g. Instagram that it almost feels random.

You know what I didn't expect?

That I would so well internalize the "big brother is always watching what you click, what you hover, what you rewatch, what you comment on, what you pause to read longer than average, what you favorite, what you thumbs-down, etc" default experience provided by facebook/amazon/youtube/streaming platform/short form video platform/etc

that when I stick my head back into 4chan from time to time (to see what the motorcycle thread is talking about these days, or get idea for a show to watch) it's a like a physical weight lifts off me as I realize that no one and nothing gives a toss about what threads I open, or what posts I respond to, or what images I save or post. It won't change any feeds in opaque ways. It won't pollute my recommends (jokes aside about how how the choice of website already polluted matters enough). It won't do anything.

Blew my mind when I put my finger on what I was feeling and realized how pervasive this sort of thing has gotten in most every big tech online product.

One of the most infuriating things about recommendations engines is the way they handle non-English music. Maybe it's not with every language, but as soon as I listen to a Dutch song; the engines will recommend me ALL Dutch music, regardless of genre.