Fairness is judging a case based on its merits, rather than correlations between other dimensions that are connected with systematic bias. I should be judged b

Fairness is judging a case based on its merits, rather than correlations between other dimensions that are connected with systematic bias. I should be judged based on the interpretation of my situation, not because someone who lives in a similar neighborhood was previously a bad bet.