The Role of Algorithm Designers

In the context of algorithmic decision-making, the initial shaping of what’s considered fair often rests on the shoulders of the algorithm designers. These individuals or teams decide the variables and rules that the algorithm follows, inadvertently embedding their biases, perspectives, and understanding of fairness into the system. However, their control is not absolute as they must navigate ethical guidelines, legal requirements, and societal expectations.