Find promising uses
Start with social outcomes and identify the places where AI could plausibly create meaningful benefit.
J-PAL Global
Project AI Evidence.
I work as an AI Policy Associate with PAIE, helping connect rigorous evaluation to real decisions about AI for social good.
The initiative
Evidence for what AI changes in people's lives.
PAIE brings together researchers, AI adopters, and technology organizations to identify, evaluate, and scale promising uses of AI in the fight against poverty.
How I think about the work
Build rigorous evidence
Test whether AI-enabled programs improve real outcomes—not only model accuracy, engagement, or operational metrics.
Learn toward scale
Translate results, implementation lessons, and safeguards into decisions that policymakers and practitioners can use.
From J-PAL