Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work
Year: 2025
Type: conference-paper
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.
Authors: Anton Abilov, Ke Zhang, Hemank Lamba, Elizabeth M. Olson, Joel Tetreault, Alex Jaimes
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: gold
OpenAlex ID: W4412944229