
A short, interactive experience for people working in aid, development, and social impact. No technical background needed.
What AI is actually doing when it answers you
A clear mental model — no jargon, no hype
How AI can get it wrong with total confidence
Hallucination: why it happens and how to catch it
How AI outputs can reflect bias and missing perspectives
Whose voice is centred — and whose is absent
70% of humanitarian professionals use AI regularly, but fewer than 4% report expert-level understanding. This lab is designed to close that gap — in about 20 minutes.
This is an MVP / pilot version. Built to explore demand for deeper AI literacy training in the development sector.