Identify a bounded use case
Choose an assistance task with clear benefits, harms and owner.
Research and evidence
Generative AI for humanitarian MPCA
A briefing on where generative AI may assist cash programming and where governance and human review remain essential.
- Publisher
- MarketImpact
- Provenance
- AidGPT research briefing based on a MarketImpact report
- Published
- Review completed
- Review due
- Level
- Strategic
- Reading time
- 10 min
Who this is for
- Practitioners
- Managers
- Researchers
Topics
- Humanitarian operations
- AI governance
- Data protection
AidGPT practice boundary
Use the source without outsourcing judgement
Practise with fictional or synthetic material before considering real work. Keep the task bounded, verify outputs against approved sources, and leave consequential decisions with an accountable person.
Put this into practice
Protect affected people
Test privacy, bias, transparency and escalation before use.
Source and provenance
MarketImpact remains the canonical publisher
This AidGPT page is a learning adaptation of the catalogue source. Use the practical actions here, and consult the canonical publication for the original commentary or research.
Read the canonical MarketImpact source (opens in a new tab)