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@@ -54,6 +54,12 @@ of trained blocks must reduce SDIL performance, ruling out an effective shallow- ### C3. Causal calibration is genuinely amortized +**Status: passed on 2026-07-22.** The frozen five-seed confirmation retained 112.9% of the K16/e4 +gain over DFA while using 16x fewer perturbation loss queries, 11x less calibration +forward-equivalent work, and 5.3x less total training forward-equivalent work. Peak allocated +memory fell from 803.5 MiB to 739.8 MiB. These numbers apply to the audited CIFAR-10 d20/w64 +protocol; extrapolation to standard CNNs remains an oral-A question. + Report wall time, forward-equivalent work, number of scalar loss queries, peak device memory, and the perturbation batch expansion. Sweep perturbation frequency and number of directions under both fixed epoch and fixed query/FLOP budgets. |