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Applied AI·August 17, 2026·1 min read

AI is changing security testing, but not all vulnerabilities are created equal

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AI is raising the floor on finding obvious software bugs, which puts more relative risk on hardware, side channels, and complex system interactions that still need experts. CISOs should re-balance testing budgets toward the classes of vulnerabilities AI can’t yet cheaply surface.