The Algorithmic Leviathan - Arbitrariness, Unfairness, and Opportunity in Algorithmic Decision Making

The Algorithmic Leviathan - Arbitrariness, Unfairness, and Opportunity in Algorithmic Decision Making

Explore a thought-provoking conference talk that delves into the concept of the "Algorithmic Leviathan" and its implications for automated decision-making systems. Examine the potential for arbitrariness and unfairness in algorithmic processes, particularly in hiring contexts. Investigate the definition and ethical concerns surrounding arbitrariness, including its impact on individual autonomy and the systematic nature of algorithmic decision-making. Consider the proposed technical solution of random classifier ensembles and their potential value in addressing these issues. Gain insights into the complex interplay between standardization, fairness, and opportunity in the age of algorithmic decision-making.