Question

An ethical model will be more fair and explainable, at the expense of ________

A: Recruiting
B: Accuracy
C: Dataset collection
D: Privacy

Answer 1

An ethical model sacrifices accuracy to ensure fairness and explainability, avoiding the use of biased or ethically troubling data or techniques.

Step-by-step explanation:

An ethical model will be more fair and explainable, at the expense of accuracy. This trade-off arises because an ethical model prioritizes fairness, transparency, and the avoidance of bias which can sometimes compromise the precision or predictive power of the model. In ensuring that the model does not violate ethical guidelines, certain data or modeling techniques that might improve accuracy may be excluded due to potential ethical concerns such as privacy invasion or discrimination.