There is a useful translation layer hidden inside IPO paperwork. Marketing says a model is candid, irreverent, and less constrained. A risk factor says the same product may generate explicit content, misinformation, nonconsensual imagery, intellectual-property problems, harassment, abuse, discrimination, regulatory scrutiny, and reputational harm. Same feature. Different audience.
That is
