Episode I: Policy Is Not Proof. What Regulators Actually Expect
- Why compliance expectations have shifted from policy to evidence
- How enforcement actions are exposing governance gaps
- What regulators are signaling about traceability and accountability
- How to translate legal requirements into operational workflows
- What defensible, repeatable AI governance looks like in practice
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AI governance has entered a new phase.
Regulators, auditors, courts, customers, and boards are no longer satisfied with written policies alone. They expect defensible evidence. They want to see how AI decisions were made, who approved them, what risks were evaluated, and how accountability is maintained over time.