Who Should Be Generated? Justifying Demographic Targets in Open-Ended Generation.

arXiv:2608.02551v2 Announce Type: replace-cross Abstract: Fairness evaluation concerns not only what a model produces, but also what its outputs ought to be compared against. When a model generates "a CEO in the United States," the prompt leaves demographic re