Rest of World : GiveDirectly plans to pilot a program using Google's AI-based Flood Hub, which provides forecast warnings, to send early aid to at-risk families in Bangladesh —  Using Google's Flood Hub, nonprofit trial program sends early warning and unconditional cash to workers.