Building ethical artificial intelligence is an enormously complex task. It gets further complicated when one realizes that bias is in the eye of the beholder. Is an AI-based college university admission system that balances applicant acceptances based on gender and geography any more or less biased than one that does not? While we can probably agree that a balanced system is better, who has the authority to make these decisions?