Update README.md

README.md

@@ -155,3 +155,42 @@ SUMMARY
 DONE
 =================================================================
 ```
+
+# prototype 5
+
+Attempted equidistance geodesic alignment protocol. Successful, perfect harmony to reach 0.2 context CV ratio possible.
+
+=================================================================
+PHASE 3: GEOMETRIC VERIFICATION
+=================================================================
+  Passthrough:     1.000000 (target: 1.000)
+  Emb CV:          0.1660 (consensus: 0.1771)
+  Geo context CV:  0.2053
+  Geo eff_dim:     30.5 / 128
+  Expert cos:      0.729 ± 0.005
+  Anchor max cos:  0.668
+  Disagreement:
+    Cross-expert:  0.0826 ± 0.0021
+    Ratio:         0.006963 (target: 0.000000)
+    Norm spread:   0.0781
+
+=================================================================
+PHASE 4: CLASSIFIER STABILITY TEST
+=================================================================
+  with_bank      : train=0.746  val=0.500  gap=0.246
+  without_bank   : train=0.490  val=0.363  gap=0.126
+
+=================================================================
+SUMMARY
+=================================================================
+  Consensus CV:     0.1771
+  Consensus eff_dim:109.5
+  Student v_cos:    0.686
+  Student v_cv:     0.182
+  Bank params:      2,921,088
+  Bank geo_eff_dim: 30.5
+  Bank geo_cv:      0.2053
+
+=================================================================
+DONE
+=================================================================