Work in progress

Research programs

These programs describe questions being investigated. They are not presented as completed studies, validated findings, or policy recommendations.

ScopingSafe, reliable financial inclusion

Safe digital finance under constraints

A research program on how AI can help newly banked Filipinos make safer financial decisions on low-bandwidth, low-end devices, so that access to digital finance survives scams, disputes, and opaque terms.

View research program