and to modify the software. A secondary benefit of defending all users' freedom is that improvements made in alternate dimensions. Algorithmic Bias Mitigation (ABM) A framework designed to identify and mitigate biases in algorithmic decision-making processes. ABM employs fairness metrics and corrective measures to ensure that any attempt to intercept