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Why Civic AI Must Start with the Underserved

AI built for the privileged reinforces privilege. Civic AI must invert that logic.

At MWire Labs, we start with the underserved: rural educators, local journalists, tribal governance bodies. These are the users who face infrastructural gaps, linguistic exclusion, and digital invisibility. By designing tools that work offline, in low-resource settings, and in native languages, we flip the script on who AI is for.

Our region-first NER models, civic Q&A systems, and timestamped datasets aren’t just technical feats—they’re declarations of who matters. Civic AI must be built where it’s needed most. Anything else is just tech theater.

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