Remember when discovering music meant digging through crates at a record store, borrowing your older sibling's CDs, or hearing something on a college radio station that rewired your brain? Now it means Spotify's algorithm noticed you listened to one Khruangbin track and decided you need 47 hours of "chill lo-fi beats to study to." Congratulations — your taste has been optimized for engagement metrics.
Here's what's actually happening: recommendation engines don't optimize for musical quality, discovery, or even your enjoyment. They optimize for session length. The algorithm wants you to keep streaming, which means it feeds you things that are similar enough to what you already like that you won't hit skip, but not so challenging that you'll close the app. The result? A perfectly safe, perfectly boring, perfectly beige musical diet that never surprises you. Your "eclectic" playlist is just five micro-genres that all share the same BPM range and production style.
The data backs this up. A 2025 study from the University of Southern California found that the average Spotify user's listening diversity has decreased 18% since 2020. We're listening to more music than ever but exploring less of it. The long tail of artists — the weird, the experimental, the local — gets buried under an avalanche of algorithmically promoted safe bets. Meanwhile, artists are literally composing songs to match algorithmic preferences: intros under 5 seconds (to avoid skips), choruses by the 30-second mark (to count as a "play"), and predictable structures that the model rewards with playlist placement.
The fix isn't to delete Spotify — it's to be intentional. Go to a live show for a band you've never heard of. Ask a friend (a human friend, not a model) what they've been listening to. Browse Bandcamp's editorial picks. Put on an album start to finish instead of shuffling a playlist. Your ears deserve better than what an engagement algorithm thinks you want. You used to have taste. It's still in there, buried under 200 algorithmically generated playlists. Go dig it out.