The paper proposes a drift calibration scheme: each tile uses a small number of probe reads to fit a 16-parameter field to recover programming accuracy; on CIFAR-10 from 1 hour to 1 year, digital correction is 2.1 to 13.3 percentage points better than the best cheap digital baseline, and in-array correction retains a gain of 0.6 to 3.7 points.