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AI models perform well in English but struggle significantly in many native African languages, limiting their usefulness for millions of disadvantaged people who stand to benefit from AI the most. In collaboration with the Bill & Melinda Gates Foundation, we created tools to measure the performance gap between English and African language LLMs on a variety of tasks; we used what we learned to retrain existing LLMs, and close the gap.