Define behaviour change
Set the safe practices participants should demonstrate after training.
Learning note
What effective humanitarian AI training should achieve
A commissioning lens that prioritises safe behaviour, verification and usable workflows over prompt tricks.
Read the canonical MarketImpact source (opens in a new tab)Who this is for
- Managers
- Trainers
- Governance and IT
Topics
- Training
- Verification
- Safe use
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
Measure the right skills
Include source checking and safe-input decisions in evaluation.
Source and provenance
Source and provenance record
AidGPT learning adaptation of MarketImpact commentary. Consult the canonical publication for the full source material.