3 papers
cs.CY2026
Machine Learning as Performative Materialist Practice: Thirteen Theses on the Epistemology, Methodology, and Politics of Applied ML
Adolfo De Unánue, Fernanda Sobrino
Machine learning practice in institutional decision-support contexts -- government, public policy, public health, criminal justice, resource allocation -- rests on a set of largely…
cs.AI2026
Toward Reducing Unproductive Container Moves: Predicting Service Requirements and Dwell Times
Elena Villalobos, Adolfo De Unánue T., Fernanda Sobrino +4
This article presents the results of a data science study conducted at a container terminal, aimed at reducing unproductive container moves through the prediction of service requir…
cs.CY2026
Designing AI for Prosecutorial Governance: Case Prioritization and Statutory Oversight in Mexico
Fernanda Sobrino, Adolfo De Unánue T., Edgar Hernández +7
Prosecutors across Mexico face growing backlogs due to high caseloads and limited institutional capacity. This paper presents a machine learning (ML) system co-developed with the Z…