Develop Fairness-Aware Algorithms and Metrics

Technical approaches to inclusivity include designing algorithms that actively detect and mitigate bias in decision-making processes. Employing fairness-aware metrics—such as demographic parity or equalized odds—allows researchers to quantitatively measure and improve inclusivity in agentic AI behaviors.

Technical approaches to inclusivity include designing algorithms that actively detect and mitigate bias in decision-making processes. Employing fairness-aware metrics—such as demographic parity or equalized odds—allows researchers to quantitatively measure and improve inclusivity in agentic AI behaviors.

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