It seems to me that this happens on a per-user basis as recommendations are overfitted to the recommendations they've already listened to. They overfit so much that if you put a playlist of 1000 tracks you like on shuffle, it will only play the hundred or so tracks the algorithm has decided you "really like", and it will play almost the same selection if you put it on shuffle the next day.
YouTube music (music on YouTube, not YouTube Music) works the same way but less subtly. I had a great few months discovering music through their recommendations, until literally every song I listened to would be followed on autoplay by "Sergio Mendes feat. Black Eyed Peas - Mas Que Nada" or "Funky Destination - The Inside Man (Soopasoul remix)".
During the first lockdown my girlfriend and I would put music videos on youtube on a Friday night. No matter where we started we'd end up funnelled to 'Len - Steal my Sunshine' and then a predictable list of likable but before long thoroughly overplayed songs.
It became a bit of an in-joke with us but yeah the youtube recommendation algorithm is dreadful.
It seems to me that this happens on a per-user basis as recommendations are overfitted to the recommendations they've already listened to. They overfit so much that if you put a playlist of 1000 tracks you like on shuffle, it will only play the hundred or so tracks the algorithm has decided you "really like", and it will play almost the same selection if you put it on shuffle the next day.
YouTube music (music on YouTube, not YouTube Music) works the same way but less subtly. I had a great few months discovering music through their recommendations, until literally every song I listened to would be followed on autoplay by "Sergio Mendes feat. Black Eyed Peas - Mas Que Nada" or "Funky Destination - The Inside Man (Soopasoul remix)".