AI governance conversations are dominated by policy proposals that can't keep up with the technology. Wilson argues for a different approach: geometric governance — architectural constraints built into AI systems at the infrastructure level. Based on the Drift Thesis, SOMALA standards work with Helixis Technology, and the H2E V-RIM framework. For technologists, policy thinkers, and enterprise architects.