Who Verifies the Graph? Misspecification Attacks on Causal Action Verification for Language Agents.

arXiv:2609.40027v1 Announce Type: new Abstract: Causal action verifiers gate an agent's state-changing tool calls by checking whether each proposed intervention is identifiable against a committed action-state graph, and they issue a certificate that carries t