Bit of a tangent topic I think -- any specification of group classification and fairness will have the same issues presented. If we want to remove stereotypes,

Bit of a tangent topic I think -- any specification of group classification and fairness will have the same issues presented. If we want to remove stereotypes, I reckon better data is required to piece out the attributes that can be causally inferred to be linked to poorer outcomes. As likely not even the Judeo-Christian version of God can logically be that omniscient, occasional stereotypes and effusively communal forgiveness of edge cases are about the best we'll ever arrive to in policy.