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Bibliographic Details
Main Authors: Abilov, Anton, Zhang, Ke, Lamba, Hemank, Olson, Elizabeth M., Tetreault, Joel R., Jaimes, Alejandro
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2507.15823
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Table of Contents:
  • Publications in the AI for Good space have tended to focus on the research and model development that can support high-impact applications. However, very few AI for Good papers discuss the process of deploying and collaborating with the partner organization, and the resulting real-world impact. In this work, we share details about the close collaboration with a humanitarian-to-humanitarian (H2H) organization and how to not only deploy the AI model in a resource-constrained environment, but also how to maintain it for continuous performance updates, and share key takeaways for practitioners.