You really just have to understand one thing: AI is not intelligent. It's pattern matching without wisdom. If fewer people in the dataset are a particular race or gender it will do a shittier job predicting and won't even "understand" why or that it has bias, because it doesn't understand anything at a human level or even a dog level. At least most humans can learn their biases.