• Quantum X Labs filed a U.S. patent application for LayerQake, a quantum cybersecurity system targeting rare-event detection in high-dimensional data.
• Design uses stratified quantum inference with amplitude amplification and Bayesian analysis to estimate evidence, modes, credible regions from one state.
• Two-stage coarse-to-fine stratification narrows to high-value regions, boosting resolution without increasing qubit requirements.
• Initial target use covers telemetry from instruments and sensor networks, aiming to localize anomalous activity across channels or operating regimes.

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