Michael K. Saleme

Constitutional Self-Governance for Autonomous AI Agents: A Framework Observed in 85 Days of Production

As organizations deploy autonomous AI agent systems, a critical governance gap has emerged. Current approaches govern agent permissions — identity, access control, audit logging — but not agent behavior. We term this the "WHO vs. HOW" gap. This paper presents Constitutional Self-...