Playbook for Building an AI Red Team Three months after deploying a customer-facing language model, a financial services firm I advise discovered that a determined user could …
Tips for an AI Legal Compliance Audit Program I. AI Governance and Oversight Every AI compliance audit starts here. Without governance structure, every other audit area produces …
How to Explain AI Risk Models to Regulators, Auditors, and Decision Makers Most compliance teams ask for explainability too late. They approve or pilot a high-performing AI risk …
How to Choose the Right Path Without Regretting It Later Most AI teams ask the building vs buying question too late. They already have a preferred answer. Engineering wants to …
How to Quantify AI Exposure, Controls, and Business Loss Most AI risk assessments answer one question: “Is the model accurate?” Then they stop. That question captures roughly 15% …