Why AI Governance Requires Continuous Compliance Assurance
A piece in BankInfoSecurity argues that governing AI systems requires ongoing compliance monitoring rather than point-in-time assessments, reflecting growing pressure on financial and regulated industries to treat AI oversight as a continuous operational function.
Why this matters: AI systems change. They get retrained, updated, or quietly shift behavior over time. A compliance check done once at deployment can be useless six months later. That gap is where harm tends to happen. For anyone whose data or decisions run through these systems, the real protection is not a policy document. It is whether someone is actively watching what the system does, every day, and has real power to act when something drifts.
Who should care: AI governance · Lawyers · Administrators · Compliance · General readers · Policy
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