US Bank Regulator Unveils Supervisory Framework for “Super Intelligence” in Finance

The US Office of the Comptroller of the Currency (OCC), the primary federal regulator for nationally chartered banks, has released a new policy document titled “Super Intelligence: Supervisory Framework.” The bulletin outlines how banks and large financial groups are expected to govern and control highly capable AI systems that go beyond today’s mainstream machine‑learning tools.

In the framework, the OCC uses the term “super intelligence” to describe very powerful models that could materially affect credit decisions, trading activities, and other core banking functions. It spells out expectations for robust risk management and governance, including requirements around model explainability, data quality, audit trails, and clear accountability when banks rely on external AI vendors.

For high‑impact use cases—such as AI‑driven loan underwriting or algorithmic trading—boards of directors are told to maintain direct oversight and ensure ongoing stress‑testing under extreme but plausible scenarios. While the bulletin itself is guidance rather than new statute, OCC pronouncements typically become de facto standards across the US banking system. As financial institutions race to deploy more advanced AI, this move signals that regulators want performance gains to be matched by much stronger controls and transparency.