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News/VX-One: Typed, Calibrated Decision Heads for Real-Time Perimeter Triage
arxiv
PublishedOctober 27, 2026 at 4:00 AM

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

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arXiv:2610.30090v2 Announce Type: replace-cross Abstract: 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. We present VX-One, a small multi-head network (100K--

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