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authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:06:47 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-22 16:06:47 -0500
commit412314e3ed7bca666a41876980b479456f5e733d (patch)
tree7a0fc53a07f36debd523a0f09e889c7fb154cb6d /README.md
parent2ef7f94291c35a284394bf0dd2f0c452c89847a0 (diff)
docs: record reciprocal KP full pass
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@@ -58,7 +58,8 @@ and scaling behavior. See `NOVELTY.md` for the exact prior-art boundary.
run at 10% with NaN validation loss. Its endpoint Q/W cosine nevertheless
reaches 0.999998, exposing final alignment as an inadequate certificate for
an intermittent tracker. The separate reciprocal KP short gate reaches
- 82.66% and remains the active strong substrate.
+ 82.66%, and its frozen full gate reaches 91.26% versus matched BP's 91.62%
+ with 0.9997 late feedback cosine. It is the active strong substrate.
- Native author-code fidelity is complete. BurstCCN reaches `80.10%` at its
validation-selected epoch versus published `82.97 +/- 0.21%`; Dual Prop
reaches `92.46%` versus published `92.41 +/- 0.07%`. Their audited walls are
@@ -156,11 +157,12 @@ no SDIL novelty credit.
`RESIDUAL_MIRROR.md` freezes its capture and conditional task gates.
The stronger reciprocal Kolen--Pollack substrate is audited separately in
-`KP_BASELINE.md`. Its short gate passed, while its full frozen baseline is in
-progress. Before that full endpoint, `MIXED_TRAFFIC.md` froze the actual
-Harnett-specific test: raw, norm-matched raw, and innovation under identical
-four-times-RMS soma-predictable apical traffic and predictor cost. Mechanics
-are green; task access remains conditional on the KP full gate.
+`KP_BASELINE.md`. Its short and full frozen gates pass; the full record reaches
+91.26% validation accuracy, 0.9994 early alignment, and 1.326x BP MACs without
+feedback loss queries. Before that full endpoint, `MIXED_TRAFFIC.md` froze the
+actual Harnett-specific test: raw, norm-matched raw, and innovation under
+identical four-times-RMS soma-predictable apical traffic and predictor cost.
+Mechanics are green and MT-1 task access is now open.
The subsequent V3 mechanism estimates the required A/G matrix statistics
directly by perturbing the vectorizer parameter subspace. It remains