The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty

Santiago Cortes-Gomez, Mateo Dulce Rubio, Carlos Patino +1

The rise of machine learning has shifted targeted resource allocation in policy and humanitarian settings toward algorithmic targeting based on predicted risk scores. This approach…