Published under a Margalla News house pen name.
AI translation is becoming good enough to make multilingual publishing practical for smaller newsrooms. That is a genuine opportunity. A report written once can reach readers in English and Urdu without rebuilding the entire workflow from scratch.
But translation is not merely word replacement. Headlines carry tone, legal risk and cultural meaning. Names, places and political terms often have several accepted forms. A system that moves fast but quietly changes meaning can damage trust faster than it saves time.
The better model is simple: use AI for the first pass, then make a human editor responsible for the published version. The technology should reduce repetitive work, not remove editorial accountability. In a region where audiences move between languages every day, the winners will be newsrooms that combine machine speed with human judgement.