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The post highlights how independent AI security scanners name the same behavioral vulnerabilities differently, creating tracking and audit overhead. It introduces AVE, an open-source taxonomy of stable IDs for agentic AI vulnerability classes, noting that an independent developer's scanner findings converged on the same IDs.