If we agree that some biases perpetuate existing, unacceptable behaviors (racism, sexism, ageism), then we also have to agree that there are desired behaviors we should design for. This suggests a more hopeful dimension to this story: we can proactively program our AI systems to reward behaviors like kindness, empathy, thoroughness, and fairness. We can make AI a force for good.
Via David Hain