To sound authoritative in Hausa, financial commands require the right rhythm. Without it, they can easily come across as aggressive. Because Hausa is a tonal language, a shift in pitch alters meaning just as drastically as spelling does in English. That tonal pattern can instantly turn a polite request into a blunt order, a critical […]
The IrokoBench results, published at NAACL 2025 and now widely used to measure African language performance, reveal a gap that the industry has not addressed quickly enough. GPT-4o scores 72.5% on English tasks but drops to 48.1% on African languages. LLaMA 3 (70B) does even worse, averaging just 25.5%, which is 45 points lower than […]
Most digital platforms don’t mishandle the Hausa language out of malice. Instead, it happens because responsibility is quietly passed along. We often treat language like code, adding it at the end and expecting it to fit into templates that were never meant to carry culture. When we rely only on dictionaries, a rich worldview gets […]
With the cost of acquiring a new user at about $1,450, which is a common fintech benchmark, every mistranslated screen quietly eats into your budget. When someone leaves because of a poor interface, it is not just a UX issue; we can consider it a financial one as well. If you are targeting the 150 […]
“Read fiction.” That is the short answer I give whenever someone asks me how to learn translation. It sounds too simple, almost lazy, until you sit with it. But among the professional Hausa translators I have met, the strongest ones share a quiet habit: they read fiction and literature with seriousness, the way others study […]
