Quantum X Labs files U.S. patent for LayerQake quantum anomaly-detection cybersecurity technology

LayerQake uses stratified quantum inference with amplitude amplification and Bayesian analysis to estimate evidence, modes and credible regions from one state. Its two-stage coarse-to-fine approach narrows analysis to high-value regions without increasing qubit requirements. Initial target uses include telemetry from instruments and sensor networks to localize anomalous activity across channels or operating regimes.