2026-07-072026-07-07http://salesiana.dossiersoluciones.com/handle/123456789/91209The shot-noise detection limit in current high-precision atomic magnetometry is a manifestation of quantum fluctuations that scale as the square root of N in an ensemble of N particles. However, there is a general expectation that the reduced projection noise provided by conditional spin-squeezing could be exploited to surpass the conventional shot-noise limit. We show that continuous measurement coupled with quantum Kalman filtering provides an optimal procedure for magnetic detection limits that scale with 1/N, the Heisenberg squeezing limit. Our analysis demonstrates the importance of optimal estimation procedures for high bandwidth precision magnetometry.More details are available at http://minty.caltech.edu/EnsembleQuantum PhysicsQuantum Kalman Filtering and the Heisenberg Limit in Atomic Magnetometrytext