I also want to add that MetaBrainz (the non-profit foundation that MusicBrainz and Picard are the base of) also have ListenBrainz, a music discovery platform that we built because of similar discontent over the way recommendations were going.
Also has the advantage of being free and open-source !
(I work with MetaBrainz)
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