Private and Sovereign AI Are Redrawing the Trust Boundary Around Model Deployment
For most of the last decade, running a powerful AI model meant sending your data to someone else’s infrastructure and hoping that infrastructure would perform. But that arrangement is breaking down as a trust dilemma grows between model owners, data owners and infrastructure providers. Organizations across finance, healthcare, government, and defense increasingly want to run…