AI Is No Longer Just Software. It Is Becoming State Capacity

AI is moving from a productivity layer to an operational risk layer, where cyber offence, governance, and sovereignty now overlap. The competitive edge is shifting from model quality alone to control over infrastructure, provenance, and liability.