27chaos comments on Extending the stated objectives - Less Wrong
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You frame the issue as though the cost of being liberal is that we'll have more biases preventing us from achieving our preferences, but I think this understates the difficulty. Precisely because it's difficult to distinguish biases from preferences, accidentally preserving unnecessary biases is equivalent to being liberal and unnecessarily adding entirely new values to human beings. We're not merely faced with biases that would function as instrumental difficulties to achieving our goals, but with direct end-point changes to those goals.
I agree there's much more investigation to be made in that area.