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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 12:19:44 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 12:19:44 -0500
commit9763a8ecf4d614370cfde3ff926c5070ab766433 (patch)
tree4ed0b067bfcf4a16f811f37b5723d728ffb5db74 /PAPER_PLAN.md
parent04de9326e60bb9e3592c0ddb5474265d228cbce0 (diff)
baselines: complete native author-code audit
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@@ -43,11 +43,13 @@ as a limitation rather than a title claim.
5. Report the frozen depth panel: SDIL changes by only
`-0.214 +/- 0.349` points over 12x hidden depth while DFA alignment falls to
`0.047`; qualify that flattened CIFAR is depth-flat.
-6. Report the failed standard-ResNet A3 gate as a limitation: short-run SDIL
- beat tuned DFA, but the full recipe became nonfinite and did not open A4.
- End with the supported scope: innovation is useful for soma-predictable
- traffic, while learned feedback amortization and long-horizon stability
- remain the useful-depth bottlenecks.
+6. Report native BurstCCN and Dual Prop as method-native context, including
+ their unmatched protocols and audited walls. Report the failed
+ standard-ResNet A3 gate as a limitation: short-run SDIL beat tuned DFA, but
+ the full recipe became nonfinite and did not open A4. End with the supported
+ scope: innovation is useful for soma-predictable traffic, while learned
+ feedback amortization and long-horizon stability remain the useful-depth
+ bottlenecks.
The abstract should not mention the failed desired-velocity hypothesis unless
the paper explicitly positions that falsification as a contribution. It must