Implications Tutorial - Building Community Governance of Risk Assessment
Association for Computing Machinery (ACM) via YouTube
Overview
Explore the implications of pretrial risk assessment algorithms in this comprehensive tutorial from FAT* 2019. Delve into the experiences, needs, and goals of individuals and communities affected by these algorithms, as reflected in a national Statement of Concerns. Engage in collaborative discussions to develop a community-driven, socially informed, and scientifically rigorous independent auditing and validation process for pretrial risk assessment instruments. Learn from experts Joshua Kroll, Hannah Sassaman, Reuben Jones, and David Robinson as they guide you through decision-making frameworks, validation processes, and real-world applications. Gain insights into the design and clarification of Statements of Concern and participate in exercises to enhance your understanding of community validation. Access presentation slides for further reference and join in a thought-provoking session that bridges technology, ethics, and social justice in the realm of algorithmic risk assessment.
Syllabus
Introduction
Overview
Goal
David Robinson
Decisionmaking frameworks
Validation
What actually happens
Statement of Concern
Design
Clarification
Statements of Concern
Community Validation
Get Ready
Coffee Break
Taught by
ACM FAccT Conference