I think we should move away from algorithms and more towards giving more granular control to the user.
Discussion
Recommendation algorithms are one of the most significant achievements we have made in computer science as a whole, we should not abandon them.
Instead, we should make them more transparent and optional, which would solve the majority of issues.
A marketplace of algorithms is the best of the two worlds.