From de827a42e10ede662f4bd2893c4f8b6d54be45dc Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Sat, 1 Aug 2026 18:53:29 -0500
Subject: Amplification beats the instance that defeated fifteen solvers

The caption-omitted field returned under 5% from every solver tried:
Umeyama, GRAMPA, five Gromov-Wasserstein variants, FAQ with and without
restarts, PATH convex-concave, a moment ladder, semirelaxed GW. The
measurements said the answer was not a sixteenth solver.

Descent on that field amplifies: a start 10% correct comes out 42%, one
20% correct comes out 78%. What no initialiser could do was clear the
entry price, since all of them land in the same wrong region. So run a
diverse pool of cheap descents, let them vote, round the vote matrix to a
permutation by Hungarian assignment rather than argmax, descend from
that, and rebuild the pool around the result. Each round feeds the
amplifier a better start.

0.044 -> 0.72 on the best run, 0.54 mean over two. Competitive elsewhere:
0.977 on the easy field against 0.961 for the best GW variant.

Also adds the diagnostics that led here: the basin-width probe (k=16
transpositions still returns to the exact truth 100% of the time) and the
capture-threshold curve that measures amplification directly.

Co-Authored-By: Claude <noreply@anthropic.com>
---
 artifacts/synth_v1/consensus_seed.json | 132 +++++++++++++++++++++++++++++++++
 1 file changed, 132 insertions(+)
 create mode 100644 artifacts/synth_v1/consensus_seed.json

(limited to 'artifacts/synth_v1/consensus_seed.json')

diff --git a/artifacts/synth_v1/consensus_seed.json b/artifacts/synth_v1/consensus_seed.json
new file mode 100644
index 0000000..08fcef1
--- /dev/null
+++ b/artifacts/synth_v1/consensus_seed.json
@@ -0,0 +1,132 @@
+{
+  "protocol": "Many independent descents vote on pairings; the most-agreed pairs become anchors and the rest are assigned against them, repeated. Hidden pairs are read only for scoring.",
+  "restarts": 60,
+  "rows": [
+    {
+      "field": "omit-size",
+      "trials": [
+        {
+          "vote_baseline": 0.14453125,
+          "history": [
+            {
+              "round": 0,
+              "anchors": 16,
+              "seed_precision": 0.3125,
+              "accuracy_after_expansion": 0.07421875
+            },
+            {
+              "round": 1,
+              "anchors": 32,
+              "seed_precision": 0.15625,
+              "accuracy_after_expansion": 0.08984375
+            },
+            {
+              "round": 2,
+              "anchors": 48,
+              "seed_precision": 0.10416666666666667,
+              "accuracy_after_expansion": 0.08984375
+            },
+            {
+              "round": 3,
+              "anchors": 64,
+              "seed_precision": 0.140625,
+              "accuracy_after_expansion": 0.0859375
+            }
+          ]
+        },
+        {
+          "vote_baseline": 0.109375,
+          "history": [
+            {
+              "round": 0,
+              "anchors": 16,
+              "seed_precision": 0.3125,
+              "accuracy_after_expansion": 0.04296875
+            },
+            {
+              "round": 1,
+              "anchors": 32,
+              "seed_precision": 0.15625,
+              "accuracy_after_expansion": 0.03515625
+            },
+            {
+              "round": 2,
+              "anchors": 48,
+              "seed_precision": 0.10416666666666667,
+              "accuracy_after_expansion": 0.0390625
+            },
+            {
+              "round": 3,
+              "anchors": 64,
+              "seed_precision": 0.09375,
+              "accuracy_after_expansion": 0.03515625
+            }
+          ]
+        }
+      ]
+    },
+    {
+      "field": "synth-full",
+      "trials": [
+        {
+          "vote_baseline": 0.9375,
+          "history": [
+            {
+              "round": 0,
+              "anchors": 16,
+              "seed_precision": 1.0,
+              "accuracy_after_expansion": 0.80078125
+            },
+            {
+              "round": 1,
+              "anchors": 32,
+              "seed_precision": 1.0,
+              "accuracy_after_expansion": 0.8125
+            },
+            {
+              "round": 2,
+              "anchors": 48,
+              "seed_precision": 0.9791666666666666,
+              "accuracy_after_expansion": 0.76953125
+            },
+            {
+              "round": 3,
+              "anchors": 64,
+              "seed_precision": 0.984375,
+              "accuracy_after_expansion": 0.73046875
+            }
+          ]
+        },
+        {
+          "vote_baseline": 0.92578125,
+          "history": [
+            {
+              "round": 0,
+              "anchors": 16,
+              "seed_precision": 0.875,
+              "accuracy_after_expansion": 0.796875
+            },
+            {
+              "round": 1,
+              "anchors": 32,
+              "seed_precision": 0.9375,
+              "accuracy_after_expansion": 0.79296875
+            },
+            {
+              "round": 2,
+              "anchors": 48,
+              "seed_precision": 0.9583333333333334,
+              "accuracy_after_expansion": 0.734375
+            },
+            {
+              "round": 3,
+              "anchors": 64,
+              "seed_precision": 0.96875,
+              "accuracy_after_expansion": 0.7109375
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
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