Exploring AI-Optimized Labor Allocation: The Case of the National Residency Matching Program

This article delves into the innovative use of AI in the National Residency Matching Program, a prime example of AI optimization for labor market allocation. This incident maps to the Govern function in HISPI Project Cerebellum Trusted AI Model (TAIM), emphasizing its role in ensuring safe and secure AI. Ready to help shape responsible AI? JOIN US

Source

Data from the AI Incident Database (AIID). Cite this incident: https://incidentdatabase.ai/cite/42

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.