"Reducing Bias" is a really strange way to put it, considering that bias usually means delibeaterly ignoring or contradicting aspects of reality/data (the class

"Reducing Bias" is a really strange way to put it, considering that bias usually means delibeaterly ignoring or contradicting aspects of reality/data (the classic example in ML textbooks is fitting a straight line to non-linear data), which is what Copilot is quite literally doing here. Gender is, in actual material fact, binary, and extremely strongly correlated with sex. Building a crimestop into an ML model is just teaching the machine human biases and delusions.