The Sovereign AI Manifesto: Why High-Density Engineering is the Only Path to Compliance

The Hidden Liability of AI Cloud Waste The current AI boom has a dirty secret: it is financially broken . Today, 87% of GPU and vCPU investments are incinerated by systemic underutilization and the inherent bloat of Python-based stacks . For companie...