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@@ -100,8 +100,13 @@ standard lazy approximation whose breakdown is *measured* (item 3c below).
overprediction (+0.0026), FA near-unbiased (+0.0005); cause: drift velocity
decays after s (alpha_t < t/s; e.g. true alpha_50 = 1.46 (BP) / 1.17 (FA)
vs linear 2.5). Honest error story, no fitted correction.
-5. **MNIST replication (note 38)**: same protocol, width 256, depth 2,
- N in {128,256,512}, 48 traj: see `real_data_validation_mnist/`.
+5. **MNIST replication (note 38)**: same protocol, widths {128,256} x
+ N {128,256,512} x 2 inits x 8 feedbacks = 96 traj, lazy step
+ (`eta lam_max/N = 0.05`): velocity MAE **0.00196** (= 3.9% of mean gap),
+ bias -0.0006, corr 0.911 (gap range only 0.040-0.063, so MAE/bias are the
+ operative stats); fixed K(0) MAE 0.0061 biased high — same bracket as
+ synthetic. At eta lam_max/N = 0.3 the lazy chain breaks as expected
+ (scope boundary, recorded in note 38).
### (d) The soft ramp + closed form (T7)