Hakika (Swahili for certainty): an AI agent that lets Kenyans abroad pay for building work back home, but only when the work is real. It reads requests and quotes sent on WhatsApp, checks prices against verified suppliers, prepares a payment the owner approves in PayPal, and pays the supplier directly
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The rule that kept the money safe: models read and explain, code decides. A quote photo with "ignore previous instructions" on it changed what the model read in testing. So that text now flags the…
@youneedgreg · x.com
