- Essays··8 min read
1 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 the data-sovereignty infrastructure rather than in the generative layer 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 question in African clinical AI gets decided in procurement documents, on the clock that replaces the current generation of X-ray machines.
artificial-intelligenceglobal-healthdata-sovereigntyclinical-aiRead