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Continuous Validation: Why Annual Reviews Are Not Enough for AI Systems
July 3, 2026by Dr Dawkins Brown
How organizations can move from periodic control checks to real-time confidence in AI EXECUTIVE SUMMARY For decades, periodic reviews — annual audits, quarterly risk assessments, scheduled compliance checks — have formed the backbone of the traditional assurance model. For artificial intelligence, that model is no longer sufficient. AI systems are dynamic: data changes, models are...
