Explore a compelling case study on the controversial use of the COMPAS risk assessment tool in criminal justice systems. Delve into the experiences of Glenn Rodriguez and others who challenged the instrument from within the prison system. Examine the impact of a single question on parole decisions and risk scores. Analyze the obstacles faced in litigation against algorithmic decision-making tools, including trade secret claims. Gain insights into the real-world implications of using algorithms in criminal sentencing and parole hearings. Learn about the inconsistencies in the application of risk assessment instruments and their potential for bias. Reflect on the broader lessons for the implementation of algorithmic systems in criminal justice and beyond.
Parole Denied - One Man's Fight Against a COMPAS Risk Assessment
Association for Computing Machinery (ACM) via YouTube
Overview
Syllabus
FAT* 2019 Implications Tutorial: Parole Denied: One Man's Fight Against a COMPAS Risk Assessment
Taught by
ACM FAccT Conference