AI development entails building machines with “human-like intelligence and capabilities” which reflect particular notions of language, images, knowledge, and learning. The cultural contexts in which humans live fundamentally shapes our behavior as well as the values and beliefs we hold and the social practices that follow. Accordingly, the development of AI in specific cultural and linguistic contexts that fail to adequately represent the larger diversity of global cultures where AI gets deployed subjects AI to cultural biases which can raise ethical concerns and prejudices.