What is Algorithmic Bias?
When automated systems produce unfair outcomes because of skewed training data or design choices.
same score · unequal outcome
Algorithmic bias usually comes from…
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In real work
Algorithmic bias: a hiring model trained on past picks may under-rank qualified candidates.
In the illustration
Two tokens with the same qualified stamp roll in; the round one fits the sieve's old holes and passes, the square one is turned into the reject chute.
Audit the applicant ranking model in your coding agent for algorithmic bias: compare selection rates by group on last quarter's data and list the features that drive the gap.
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