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#validation engines


When Security AI Starts Choosing, the Noise Starts to Matter

Published: 14 July 2026 16:56Category: AI Security & Agentic SystemsGeo: Middle East / IsraelAuthor: KERNELWATCHER

AI security agents are moving from passive summarizers to decision helpers, but they still inherit the same fractured inputs that make vulnerability triage hard to trust.