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Open access Sep 2026

Stateful Mediation and Selective Auditing for Financial Language-Model Actions: A Paired Controlled Simulator Study

Language-model agents can propose financial actions based on observations that become stale before execution. This study measures how five execution arrangements translate the same model proposals into post-state harm and correct completion in a controlled synthetic financial workflow. A protocol was internally frozen...

A. Ojha · 0 citations

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