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VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage

21 Oct 2026

Perimeter triage faces a latency/semantics trade-off: signature engines are fast and format-safe but blind to unseen attacks, while generative models are semantic but slow and unparseable.

Anomaly Detection

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