Shadow AI in Capital Markets: MNPI, Supervision, and Books and Records
Shadow AI in capital markets can move MNPI and draft research into unapproved model services while leaving the firm without a supervisory record. This article maps the traffic to FINRA''s technology-neutral rules and SEC books-and-records duties, then defines the controls required at the managed HTTP AI boundary.
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