Incident Report: Unintended Bias in Predictive Modeling System
Explore the unintended bias incident in a predictive modeling AI system, highlighting its impact on fairness and accountability in AI. This AI incident maps to the Govern function in HISPI Project Cerebellum Trusted AI Model (TAIM).JOIN US Stay informed about harm prevention in AI, and help promote responsible AI governance.
Source
Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/124
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.