An employment assistant is evaluated only on aggregate correctness. What additional evaluation is needed to investigate unequal behavior across demographic groups?

1. Assume equal aggregate accuracy proves all groups receive equal treatment.
2. Choose the largest model and skip all further measurement.
3. Remove every complaint before the evaluation.
4. Assess relevant subgroup outcomes and error rates with suitable privacy protections.