exp012 s1: blob-on-eps 2-seed inert (conditioning hypothesis consistent); role-aligned gauge advantage holds both seeds; exp013 flow test running

exp012_blob_supervised/README.md

@@ -33,3 +33,13 @@ ready.
 
 **Caveats.** s0 (s1 running); one λ; one coupling form. Cost ≈ 1.6 GPU-h
 + 0.2h battery + R0b probes.
+
+---
+## SEED-1 (2026-07-18, `results_s1.json`) — BLOB-ON-EPS 2-SEED INERT;
+## THE GAUGE DISCOVERY HOLDS
+s1: blob 0.112651 vs uniform 0.111528 (P1 MISS; s0 was +0.03%) — blob
+supervision on the EPS substrate is inert-to-slightly-negative across
+seeds, consistent with the conditioning hypothesis (x0 recovery divides by
+vanishing sqrt(abar) at high noise). The multiband-vs-monolith role-aligned
+advantage HOLDS both seeds (~0.112 vs 0.1234, ~10%). exp013 tests the same
+coupling on the FLOW substrate (exact linear x0 recovery) — running.

exp012_blob_supervised/results_s1.json

@@ -0,0 +1,76 @@
+{
+  "config": {
+    "lambda": 0.5,
+    "steps": 3000,
+    "batch": 16,
+    "seed": 1,
+    "coupling": "foreground-weighted LP-x0, HIGH band only"
+  },
+  "frozen": {
+    "val": 0.14243539798007987,
+    "per_band": {
+      "band0": 0.293931,
+      "band1": 0.071764,
+      "band2": 0.010422
+    },
+    "blob_gauge": {
+      "band0": 0.002656,
+      "band1": 0.021497,
+      "band2": 0.15549
+    }
+  },
+  "uniform_mb3": {
+    "val": 0.1352152533709159,
+    "per_band": {
+      "band0": 0.280633,
+      "band1": 0.066728,
+      "band2": 0.009562
+    },
+    "blob_gauge": {
+      "band0": 0.001986,
+      "band1": 0.015805,
+      "band2": 0.111528
+    }
+  },
+  "monolith": {
+    "val": 0.1341835820844608,
+    "per_band": {
+      "band0": 0.278893,
+      "band1": 0.065772,
+      "band2": 0.009564
+    },
+    "blob_gauge": {
+      "band0": 0.001943,
+      "band1": 0.015434,
+      "band2": 0.123388
+    }
+  },
+  "blob_mb3": {
+    "val": 0.13530488022570353,
+    "per_band": {
+      "band0": 0.280619,
+      "band1": 0.066738,
+      "band2": 0.00995
+    },
+    "blob_gauge": {
+      "band0": 0.001992,
+      "band1": 0.015616,
+      "band2": 0.112651
+    },
+    "val_toggled_off": 0.14243539798007987
+  },
+  "verdict": {
+    "P1_blob_gauge_high_band": {
+      "blob_mb3": 0.112651,
+      "uniform_mb3": 0.111528,
+      "hit": false
+    },
+    "P2_common_undegraded": true,
+    "common_val": {
+      "blob": 0.13530488022570353,
+      "uniform": 0.1352152533709159,
+      "mono": 0.1341835820844608
+    },
+    "note": "P4 (image battery on the blob ckpt) runs via dexp010 env; 1-seed CANDIDATE"
+  }
+}