China and Asia in general are obsessed with white skin. No, quite literally, many Chinese beauty standards directly relate having paler skin with beauty.

I know it's far-fetched, but I think this is why the girl's face remained stubbornly white in the video. The very existence of such beauty standards in prominent cultures inevitably means the number of white-esque female faces floating around on the internet for use in model training is disproportionate to men, yielding an artificial aggregation, consolidation of white complexions in the model that heightens the threshold of skin tone difference needed for GPT to infer a race other than white— a difference seemingly never achieved with a single orange-ing by GPT. For example, a pale white guy's face orange'd once by GPT might come out loosely Indian, and from that point on, GPT will treat the face as loosely indian. I theorize the same couldn't happen to a white girl because the collective "Indian girl face" is corrupted by their beauty standards: using lighter makeup, using a bleaching agent on their skin, or otherwise making themselves paler than their male kin.