2026-08-29T20:40:15.057227 image/svg+xml Matplotlib v3.10.8, https://matplotlib.org/ 32 128 288 512 1.2k 2.0k Learnable edges 1 0 3 Local updates to stable zero error (a) Censored cost to target SDIL/static = 0.77 at 2,048 edges 32 128 288 512 1.2k 2.0k Learnable edges 1 0 4 1 0 5 1 0 6 1 0 7 Local scalar reads to stable zero error (b) Censored cost to target SDIL/static = 1.53 at 2,048 edges Non-successes receive the 600-epoch horizon; SDIL counts task + neutral reads; static calibration includes 16 edgewise reads. Clean Same-RMS noise Raw imperfection Static calibration SDIL