Platonic Representations for Poverty Mapping: Unified Vision-Language Codes or Agent-Induced Novelty?

Satiyabooshan Murugaboopathy, Connor T. Jerzak, Adel Daoud

We investigate whether socioeconomic indicators, like household wealth, leave recoverable informational imprints in both satellite imagery (capturing features like buildings and ro…