Major architectures are increasingly shaping global perspectives through their representation of the world. These powerful tools, trained on massive datasets, resemble societal values, but also have the potential to mitigate existing stereotypes. It's crucial that we aim for diverse training data and mechanisms to ensure that major models promote a