{"ID":2892385,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2507.15823","arxiv_id":"2507.15823","title":"Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work","abstract":"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.","short_abstract":"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 d...","url_abs":"https://arxiv.org/abs/2507.15823","url_pdf":"https://arxiv.org/pdf/2507.15823v1","authors":"[\"Anton Abilov\",\"Ke Zhang\",\"Hemank Lamba\",\"Elizabeth M. Olson\",\"Joel R. Tetreault\",\"Alejandro Jaimes\"]","published":"2025-07-21T17:30:38Z","proceeding":"cs.CL","tasks":"[\"cs.CL\",\"cs.AI\",\"cs.SI\"]","methods":"[\"Generative Adversarial Network\"]","has_code":false}