Classical probe Entangled cluster Phase shifter (φ)
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Phase-estimate distributions (dashed line = true φ)0 shots

Quantum Metrology: Beating the Shot-Noise Limit

This simulator compares two ways of measuring an unknown phase with an interferometer: sending N independent probes one at a time (classical light or uncorrelated atoms), versus sending N probes prepared in an entangled or squeezed quantum state. Independent probes average down their noise only as 1/√N — the standard quantum limit. Entangled probes exploit quantum correlations to average down as 1/N — the Heisenberg limit. Tune the number of probes and watch the two live histograms of repeated phase estimates converge on the true value at very different rates.