Statistical machine learning is one of the fields where diversity really does matter. A CPU from Silicon Valley works just as well in Africa. But models trained in the West and with hyperparameters tweaked by western people will contain all kinds of biases that make it dangerous even in the west and downright lunatic in a very different culture.