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 "citation": "@inproceedings{MurugaboopathyJerzakDaoud2026,\n  author    = {Murugaboopathy, Satiyabooshan and Jerzak, Connor T. and Daoud, Adel},\n  title     = {{Platonic Representations for Poverty Mapping}: {Unified Vision-Language Codes or Agent-Induced Novelty?}},\n  booktitle = {Proceedings of the 7th International Conference on Social Computing (ICSC 2026)},\n  series    = {Communications in Computer and Information Science},\n  publisher = {Springer Nature},\n  year      = {2026},\n  keywords  = {poverty mapping, multimodal learning, vision-language models, large language models, AI agents, agent-induced novelty, Platonic representation hypothesis, satellite imagery, Earth observation, remote sensing, socioeconomic prediction, International Wealth Index, Demographic and Health Surveys, Africa, representation learning}\n}",
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