AI Drift Detection: Know When Your AI Is Degrading
ID: 4d31f50a-e7b6-5a46-a1e7-3e91e4a9982e
STIX ID: report--4d31f50a-e7b6-5a46-a1e7-3e91e4a9982e
Feed Name: ReliaQuest Blog
**Executive Summary:** This article explains AI observability for security operations, covering detection of drift and degradation, five starter signals (quality, precision, confidence, drift/regression, guardrail bypass), concerns around agentic AI permissions and shadow AI, and GreyMatter's approach to continuous evaluation, testing against baselines, and guardrail monitoring to maintain model reliability and safety.
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