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A taxonomy of agentic commerce fraud that separates five observation levels (agent reasoning, wire, settlement rail, counterparty, principal) from the request-level and history-level evidence available at each, and records which levels can observe which attacks.
The formal decomposition is developed, a stability argument for the online controller in the sense used by Zhang et al. (2026) is given, an uncertainty-calibration analysis of the controller's own confidence against realized task outcomes is reported, and an uncertainty-calibration analysis of the controller's own conf...
This work treats the harness-control-system code, the cross-domain verifiable task suite, the full trajectory/reward-decomposition logs from training, and a provider-agnostic deployment recipe for applying this to a new organization's domain and verification setup.
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