Bounded Sovereignty and the Control Tax: Pricing AI Oversight When the Deployer Does Not Own the Model
Introduction
FAQ
What is bounded sovereignty in AI?
Bounded sovereignty is partial technical and contractual access across data, model, infrastructure, and interaction layers, determining which control protocols are executable.
How does the control tax affect MENA organizations?
The control tax increases operational and contractual costs for regulated organizations using API-based models, necessitating careful evaluation of alternatives.
Should MENA teams adopt these concepts now?
Yes, especially in sensitive sectors like payments and healthcare, as understanding bounded sovereignty helps design better contracts and controls.
Source: arXiv cs.AI
AI-assisted content, human-reviewed.