Justice Department’s Recidivism Risk Algorithm PATTERN Allegedly Caused Persistent Disparities Along Racial Lines

January 26, 2022

The Department of Justice's inmate-recidivism risk assessment tool, PATTERN, has reportedly led to racially disparate results, misclassifying risk levels for inmates of color.

This incident underscores the need for trustworthy AI and responsible governance. By joining Project Cerebellum, you can help map and measure such incidents, contributing to the development of guardrails for AI that prevent harm. JOIN US.

In this case, it may be important to consider HISPI Project Cerebellum's Manage function as we address racial disparities in AI systems.

Matched TAIM controls

Suggested mapping from embedding similarity (not a formal assessment). Browse all TAIM controls

Alleged deployer
us-department-of-justice
Alleged developer
us-department-of-justice
Alleged harmed parties
inmates-of-color

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/154

Data source

Incident data is from the AI Incident Database (AIID).

When citing the database as a whole, please use:

McGregor, S. (2021) Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database. In Proceedings of the Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-21). Virtual Conference.

Pre-print on arXiv · Database snapshots & citation guide

We use weekly snapshots of the AIID for stable reference. For the official suggested citation of a specific incident, use the “Cite this incident” link on each incident page.