bias is to fairness as discrimination is to…?

prejudice, affirmation, litigation equity or reverse.

If you hold a BIAS, then you cannot practice FAIRNESS.
If you practice DISCRIMINATION then you cannot practice EQUITY.

You cannot satisfy the demands of an OBLIGATION without opportunities for WORK.
You cannot satisfy the demands of FREEDOM without opportunities for CHOICE.

The key revolves in the CYLINDER of a LOCK.
A TURBINE revolves in an ENGINE.

ALASKA is the next to last state to be admitted to the union.
NOVEMBER is the next to late month of the year.
HAWAII is the last state to be admitted to the union.
DECEMBER is the last month of th year.