- Essays··8 min read
One Million Genomes Later, the Bedside Model Still Waits
The UAE has assembled the most complete sovereign healthcare-AI stack any country has built — sovereign compute, a million-sample national genome programme, and a clinical model benchmarked ahead of GPT-4. The model's own authors say it is not yet fit for clinical use. That caveat is the most precise evidence about where the Gulf investment earns its return: in the biobank and data-sovereignty infrastructure, not in the generative layer that sits above them.
genomicsclinical-aiai-governancesovereign-aiRead - Essays··7 min read
Reading a Chest X-ray in Turkana: Where the AI Lives
The WHO-approved chest X-ray AI models running on tablets in Turkana are working. What is not yet settled is where the stack underneath them actually lives: training pipelines, reference datasets, and GPU clusters that remain, for now, in foreign clouds. The sovereignty argument in African clinical AI is not about slowing deployment — it is about writing the compute transition into procurement documents before the current generation of X-ray machines needs replacing.
artificial-intelligenceglobal-healthdata-sovereigntyclinical-aiRead