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GenAI use in Sudan conflict zones highlights verification and safety challenges

A new study explores the use of generative AI (GenAI) by humanitarian responders in Sudan's Emergency Response Rooms (ERRs) amidst active armed conflict. The research, based on surveys and interviews, found that while GenAI was valuable for accessing information when human expertise was difficult to reach, its outputs were hard to verify in rapidly changing conflict zones. Participants expressed concerns about the risks of sharing sensitive data, potential damage to credibility with donors, and the uneven access to these tools. The findings emphasize that responsible GenAI use in conflict requires safe access, verification against local conditions, and the judgment to limit or avoid its use when necessary. AI

IMPACT Highlights critical challenges in deploying AI in high-risk, unstable environments, emphasizing the need for robust verification and safety protocols.

RANK_REASON Academic paper on AI use in a specific, non-frontier context. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

GenAI use in Sudan conflict zones highlights verification and safety challenges

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18 / 100
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Academic paper on AI use in a specific, non-frontier context. [lever_c_demoted from research: ic=1 ai=1.0]
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safety, paper, policy
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Dalia Ali, Yearin Lee, Cheng Yu, Ro Encarnaci\'on, Alsanosi Adam, Dana\'e Metaxa, Ingmar Weber, Orestis Papakyriakopoulos ·

    Responsible GenAI Use During Active Armed Conflict: Evidence from Sudan's Emergency Response Rooms

    arXiv:2611.07874v1 Announce Type: new Abstract: Armed conflict can increase the value of Generative AI (GenAI) while undermining the conditions required for its responsible use. Yet the perspectives of community-based humanitarian responders working under these conditions remain …