The ideal of justice rests upon the pillar of fairness. Yet, a sobering reality confronts us: legal systems worldwide often fall short of this ideal. Pervasive biases, rooted in historical wrongdoings, manifest themselves in discriminatory policies that disproportionately impact marginalized communities. From unfair law enforcement to corrupt judic