AI that remains useful across languages, regions and mixed-language work rather than treating localization as a final translation layer.
Research direction · Work in progress. Datanito publishes claims as results only when the evidence supports them.
Where do models fail differently across languages and scripts?
How should regional product behavior adapt without fragmenting the core experience?
We focus on multilingual evaluation sets, region-aware UX, translation quality, cross-language retrieval and local product feedback.