AI Misidentification Leads to Fine for Driver Mistakenly Identified as Pedestrian

An AI-powered traffic camera mistakenly identified a pedestrian's shirt as a license plate, leading to a fine for the driver in question. This incident highlights the importance of responsible AI and robust AI governance in ensuring safe and secure AI operations.

Matched TAIM controls

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

MAP 3.5 — similarity 0.531, rank 1. TAIM detail and related incidents →
MEASURE 2.2 — similarity 0.499, rank 2. TAIM detail and related incidents →
MEASURE 2.10 — similarity 0.491, rank 3. TAIM detail and related incidents →

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/171

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.