AI governance can be made self-enforcing by controlling compute resources through a mechanism-design framework where stakeholder votes directly determine an agent's computational budget via cryptographically signed licenses.
This paper proposes a formal mechanism for governing deployed AI agents through resource allocation. The system uses a participatory voting process where human stakeholders contribute to provision or rejection markets using a special governance currency.