Exploring Incident #169: Unintended Consequences in Predictive Modeling
In this blog post, we delve into Incident #169, a notable instance that underscores the importance of responsible AI. The incident involved an unforeseen outcome resulting from a predictive model's implementation. Despite the model's high accuracy, it led to undesirable consequences, highlighting the need for robust safeguards in AI systems. This incident serves as a reminder of the critical role that trustworthy AI governance plays in ensuring safe and secure AI applications.
Source
Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/169
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.