One honest reaction is worth more than a million manufactured signals.

We reject botting, artificial engagement and the theatre of numbers without people. Metrics should describe attention, not manufacture the appearance of it.

Listener reactions have value precisely because listeners are free to disagree. A dislike is not an attack. It is information that helps human curators listen more carefully.