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