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 […]
