Applied AI advances meet the test of real-world evidence

Medical diagnosis, hospital monitoring, and municipal AI deployments offer concrete application signals, including MAI-DxO’s reported 83% accuracy on complex simulated cases and NVIDIA-described city systems. Most evidence remains controlled or company-reported, leaving safety, independent outcomes, integration, and privacy unresolved.