Large language models for food security outlooks
Description
USAID Famine Early Warning Network (FEWSNET) produces food security outlooks and bulletins that can complement the perspective of Earth observations. We are exploring how large language models can facilitate the interpretation of these bulletins and outlooks for an integrated approach of food security informed from the perspectives of ground-level reports and from satellites.
Detailed example
Interpretation of these bulletins and outlooks for an integrated approach of food security
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
USAID Famine Early Warning Network (FEWSNET) produces food security outlooks and bulletins that can complement the perspective of Earth observations. We are exploring how large language models can facilitate the interpretation of these bulletins and outlooks for an integrated approach of food security informed from the perspectives of ground-level reports and from satellites.
Controls / human review
ATO: Not reported; PIA: Not published