results: pass reciprocal KP short gate

1 files changed, 3 insertions, 1 deletions

diff --git a/BASELINES.md b/BASELINES.md
index 14c969c..767ca93 100644
--- a/BASELINES.md
+++ b/BASELINES.md
@@ -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