They definitely do both, in the public recommendations API you can see vestiges of the old EchoNest acoustic properties along with some new ones they’ve come up

They definitely do both, in the public recommendations API you can see vestiges of the old EchoNest acoustic properties along with some new ones they’ve come up with. It’s fun to play around with. https://developer.spotify.com/documentation/web-api/reference/get-recommendations https://developer.spotify.com/documentation/web-api/referenc... The guy behind Every Noise at Once (engineer at EchoNest/Spotify until the recent layoffs), has some interesting thoughts about this topic: https://www.furia.com/page.cgi?type=log&id=478 https://www.furia.com/page.cgi?type=log&id=478 He’s quite biased towards not using ML or acoustic characteristics for recommendations. But even if you disagree it is interesting to hear about how things were working under the curtain (for daylist in this case).