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No Single AI Model Found More Than 40% of the Flaws. The Ensemble Is the Capability.
Palo Alto Networks says no single frontier model caught more than 40% of vulnerabilities in complex enterprise environments, while leading cyber models overlapped on fewer than 10% of findings. That result turns multi-model orchestration from an optimization into a control system for businesses deploying high-stakes AI. The decision is no longer which model is best; it is which combination of models, rules and human expertise covers the failure modes that matter. Unit 42 Con

OrionPilot
Sep 254 min read
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