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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 19:45:46 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 19:45:46 -0500
commit0008f2cd96c06bea98f43560867d93967c597711 (patch)
tree9699171527b91b5468a15828ee501eeca4bf72cd /PAPER_PLAN.md
parent15c60d05a7b6e173f6962d644ab23905d3441501 (diff)
docs: promote full dynamic ResNet result
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@@ -14,8 +14,9 @@ direct feedback in the audited regime.
This sentence deliberately says neither that cortex implements
backpropagation nor that the current model explains Harnett's temporal-error
-signature. “Scales on standard residual networks” may be added only after the
-untouched Oral-A confirmation passes.
+signature. The frozen D3 validation endpoint supports a near-BP standard
+ResNet-20 result, but “scales on standard residual networks” may be added only
+after the untouched multi-seed/depth confirmations pass.
## Working title
@@ -74,10 +75,10 @@ not imply that no-traffic scaling establishes the necessity of residualization.
vectorization, the Harnett desired-velocity signature, and full standard
ResNet stability fail their frozen gates, defining the method's actual
boundary.
-5. **Standard scale.** Do not claim it yet: A3 failed and the dynamic
- projection branch currently has only one short validation endpoint. A
- predeclared full D3 result plus the already frozen paired five-seed D4
- confirmation is required.
+5. **Standard scale.** D3 passes all frozen checks at `91.18%` validation on
+ ResNet-20 versus BP's `91.62%`, but it is one seed. Do not promote this to
+ a robustness or depth-scaling claim until the already frozen paired
+ five-seed D4 confirmation and a separate depth panel pass.
## Figure order in the manuscript