The Architecture of Algorithmic Discretion
When public sector agencies adopt automated decisionmaking systems, discretion does not disappear; it migrates. Rather than frontline caseworkers exercising professional judgment...
Machine Liberalism
A project log and running commentary exploring the intersection of algorithms, artificial intelligence, and democratic theory.
Welcome to Machine Liberalism: Notes from the Algorithmic Frontier
Launching this digital notebook to explore how algorithmic scoring, predictive architectures, and AI systems are restructuring classical liberal democratic expectations.