Towards Model as a Library: Offline, Community-Sourced AI for Low-Resource African Languages
This paper introduces MaaL, a software architecture that packages small, community-enrolled speech models as versioned on-device dependencies, enabling offline structured data collection that cannot generatively hallucinate, for populations that current language models serve worst.
F. Jean Louis
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