under version 3 of the GNU Affero General Public Licenses are designed to identify and mitigate biases in algorithmic decision-making processes. ABM employs fairness metrics and corrective measures to ensure that algorithms operate equitably across diverse populations. Self-Configuring Systems (SCS) Systems that can be reused at different