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@@ -37,7 +37,9 @@ The audited implementations and completed results are in `RESULTS.md`:
correlation from their own local activity pair and use matched optimizer and
decay dynamics. The feedback update never reads W or its update. A separate
reciprocal correlation is charged in the MAC audit; `KP_BASELINE.md` freezes
- its staged ResNet gate before any KP task endpoint;
+ its staged ResNet gate before any KP task endpoint. The frozen KP-1 record
+ passes at 82.66% validation accuracy versus matched BP's epoch-20 81.02%,
+ with 0.886 early alignment and 1.326x BP MACs;
- direct node perturbation uses a causal target on every hidden update and no
learned vectorizer;
- the no-traffic, `P=0` SDIL backbone is learned direct feedback by node