Bias Is a Product Decision Before It Is a Technical One
Most of the harm attributed to biased models is decided upstream: what the system is asked to predict, and what data was available to predict it from.
Most of the harm attributed to biased models is decided upstream: what the system is asked to predict, and what data was available to predict it from.
Arguing about a hypothetical future system is more comfortable than arguing about the deployed ones. That is largely why it is so popular.