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@@ -41,7 +41,10 @@ The audited implementations and completed results are in `RESULTS.md`:
reciprocal correlation is charged in the MAC audit; `KP_BASELINE.md` freezes
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;
+ with 0.886 early alignment and 1.326x BP MACs. The frozen KP-2 record also
+ passes at 91.26% versus matched BP's 91.62%, with 0.9994 early alignment,
+ 0.9997 late feedback cosine, zero loss queries, and the same 1.326x MAC
+ ratio;
- 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