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Diffstat (limited to 'ROADMAP.md')
| -rw-r--r-- | ROADMAP.md | 6 |
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@@ -250,6 +250,12 @@ The minimum theory package contains: Numerical simulations must test the predicted scaling with depth, width, directions, perturbation scale, and predictor timescale. +**Status: passed on 2026-07-22.** `THEORY.md` gives the exact simultaneous-Rademacher MSE with its +cross-layer term, the Gaussian layerwise comparison, an `O(sigma^2)` antithetic bias bound, the +smooth-loss angle/gain/curvature descent condition, the neutral innovation/SNR theorem and +task-fit absorption result, and a phase/query/work/memory table. `experiments/verify_theory.py` +checks depth, width, K, sigma, and predictor timescale deterministically; all assertions pass. + ## Protocol discipline - Hyperparameters are selected on a validation split created only from the training set. |