r/deeplearning - What creates bias in AI?

It has nothing to do with any of the things you listed. Machine learning and pattern recognition basically come down to learning a model of the dataset and then predicting something based on that model. If the model is "biased" then it's because the dataset was "biased". I don't understand what you are getting at when you talk about the black/white/male/female stuff. Black/white/male/female are just arbitrary labels defined by you.