From 575530e7124c540e58571b50ef147a5f20e6cb54 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 16:38:42 -0500 Subject: docs: explain mixed-traffic instability --- ROADMAP.md | 6 ++++++ 1 file changed, 6 insertions(+) (limited to 'ROADMAP.md') diff --git a/ROADMAP.md b/ROADMAP.md index c425356..dd521e4 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -502,6 +502,12 @@ checks pass while all performance, finite, alignment, and tracking checks fail. Per the frozen stop rule, MT-2 and MT-3 remain untouched, no weaker traffic ratio is allowed, and this standard-ResNet accept path closes at 5/10. +The training-only post-failure audit localizes the common instability to stem +`W[0]` and its momentum at steps 23/69/74 for raw/matched/innovation, +respectively, with no validation or test evaluation. This narrows any future +independent method to operator-level gain control or dissipativity; more +endpoint tuning of the same residual-RMS gate is not justified. + Prepare convolutional local-update primitives and ResNet-20/32/56 protocols early. Queue frozen runs opportunistically on authorized idle GPUs. Because BurstCCN already reports CIFAR-10 and ImageNet scaling, dataset scale alone is not novel. The oral-level target is a memorable joint -- cgit v1.2.3