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Markets for Unverified Capability: Why Organizations Facing Real Adversarial Scrutiny Reject the Metrics Academic AI-Security Research Relies On

Khan Akhunzada, Babar
DigitalCommons@Kennesaw State University · Papers
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ai-agentsai-governanceartificial-intelligence-and-roboticscybersecurity
Governments, insurers, and defenders increasingly rely on published capability claims about AI cybersecurity agents to inform procurement, regulation, and risk assessment. Yet a striking pattern runs through the organizations with the most at stake: enterprises and technology companies deploying fro
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