Identify a bounded use case
Choose an assistance task with clear benefits, harms and owner.
Research briefing
Generative AI for humanitarian MPCA
A briefing on where generative AI may assist cash programming and where governance and human review remain essential.
Read the canonical MarketImpact source (opens in a new tab)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.
- TASK Frame
- SOURCE Ground
- CHECK Verify
- DECISION Own
Put this into practice
Protect affected people
Test privacy, bias, transparency and escalation before use.
Source and provenance
Source and provenance record
AidGPT research briefing based on a MarketImpact report. Consult the canonical publication for the full source material.