Agent Governance
Protocol-Mediated Execution Governance for LLM Agent Systems
Security and governance for MCP-based scientific agents: protocol-level execution control, token exchange, and an immutable audit trail.
A. HarrisonMay 1, 2026
Read full paperA governance model for LLM agent systems in which control is enforced at the protocol layer rather than inside the model. Agents reach tools through a Model Context Protocol surface; the protocol mediates what each agent may execute, under whose authority, and with what record.
Mechanisms
- RFC 8693 token exchange and per-agent key scoping, so each agent acts under a bounded identity.
- An immutable, per-stage audit trail: every decision an agent makes is reconstructable — what was tried, what was rejected, why, and who approved it.
- Compliance checked inline at the point of decision (FAVES), not as a terminal gate.
The argument is that observability and execution governance must be built into the engine, not bolted on afterward — and that a retrofitted audit trail is not equivalent to a native one.