Major architectures are increasingly driving global perspectives through their depiction of the world. These powerful tools, trained on massive datasets, mirror societal beliefs, but also have the potential to exacerbate existing stereotypes. It's essential that we strive for diverse training data and mechanisms to ensure that major models promote