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Continuous Validation Protocols: Why Periodic Model Validation Cannot Govern AI.
May 23, 2026by Dr Dawkins Brown
Why periodic model validation cannot govern AI — and what replaces it in institutions that must oversee systems faster than the institution itself can convene THE ARGUMENT IN ONE PARAGRAPH Traditional model validation operates on calendar time: annual reviews, quarterly committee meetings, semi-annual revalidation cycles. Artificial intelligence operates on operational time: thousands of...
