With that logic we shouldn't need clinical trials for drugs or food additives either. Just ship it, if someone gets hurt we'll sort it out later! At this point

With that logic we shouldn't need clinical trials for drugs or food additives either. Just ship it, if someone gets hurt we'll sort it out later! At this point it's well known that unfair biases can easily creep into these kind of systems. I don't think it's unreasonable to require products that could potentially cause much harm (e.g. online censoring, scoring CVs, vetting loan applications) to be tested for fairness before letting them loose on the public.