Such biases are separate from empathy. But the spotlight nature of empathy means that it is vulnerable to them. Empathy’s narrow focus, specificity, and innumeracy mean that it’s always going to be influenced by what captures our attention, by racial preferences, and so on. It’s only when we escape from empathy and rely instead on the application of rules and principles or a calculation of costs and benefits that we can, to at least some extent, become fair and impartial.

