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...