BiasBias refers to a preference or prejudice that influences judgment or decision-making. It can also describe systematic errors or unfair outcomes in algorithms or models. refers to a preference or prejudice that influences judgment or decision-making. It can also describe systematic errors or unfair outcomes in algorithms or models.