Fairness Frameworks

Fairness frameworks are guidelines and principles used to evaluate and ensure that decisions, systems, or algorithms treat all individuals equitably. They help to identify and reduce biases, ensuring that outcomes do not favor one group over another based on characteristics like race, gender, or socioeconomic status. These frameworks promote transparency, accountability, and inclusivity, guiding organizations to design processes that are fair and just. By applying fairness frameworks, we aim to create a more equitable society where everyone has a fair chance and is treated with respect and dignity in various contexts, including technology and decision-making.