Isabel Velarde

Who the Algorithm Doesn't See: A Practitioner Framework for Evaluative Coverage in Economies with High Informality (Latin America)

An evaluative system can pass its fairness, explainability, robustness, and operational checks, continue producing outputs, and still fail to assess a meaningful share of the population it is intended to serve. The reason sits upstream of the metrics institutions usually monitor:...

Who the Algorithm Doesn't See: A Practitioner Framework for Evaluative Coverage in Economies with High Informality (Latin America)

An evaluative system can pass its fairness, explainability, robustness, and operational checks, continue producing outputs, and still fail to assess a meaningful share of the population it is intended to serve. The reason sits upstream of the metrics institutions usually monitor:...