Facebook’s Civil Rights Audit now — including mandatory training, guidance on known best practices, and company-wide systems for ensuring that AI fairness guidance are being followed — that would help reduce bias and discrimination concerns even before expert consensus is reached on the most challenging or emergent AI fairness questions. 82