A new regional analysis maps how Gulf countries are combining global foundation models with Arabic-language adaptation, local infrastructure and national capability building.
The national artificial intelligence firm partners with global infrastructure managers to finance liquid-cooled data clusters and localized cloud workloads.
Qatar's second-generation platform combines language, speech, image and safety systems while publishing evidence about the constraints of Arabic model building.