HISPI Project Cerebellum
AI Incidents

Gunshot Detection Technology ShotSpotter (now SoundThinking) Reportedly Only Has 47% Accuracy in Chicago System

January 31, 2024

SoundThinking's (formerly ShotSpotter's) system in Chicago, with a reported 47% accuracy rate for detecting actual gunshots, led to potential public safety risks by failing to alert police to real shootings, possibly delaying emergency response to violent incidents and misdirecting law enforcement resources.
Alleged deployer
chicago-police-department
Alleged developer
soundthinking, shotspotter
Alleged harmed parties
general-public, chicago-residents, chicago-minority-communities

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/637

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.