How do you know I dislike the song? Instead, maybe I just heard it (or a similar song) on your platform or elsewhere outside of your app and don’t want to listen to it again right now?
I guess you could try to build a more complex model that determines what songs or music I like at what times of the day or what day of the week, or based on what I just listened to.
IMO this is rampant in FAANG companies. We create complex solutions to problems that didn’t really exist and pat ourselves on the back when our experiment show positive results.
The experiment might show you some metric (total time in app, play time at whatever percentile, etc) increased. Great! Now we launch the model in production for all customers and pat ourselves on the back. Meanwhile, the actual experience became shittier. A few promotions come out of this, and we continue living in the bubble.
Alright, end of rant.