exp013 dose curve complete: lambda=1 is the operating point (-8.3% blob gauge at +0.4% common cost, in-bound; saturation between 1 and 2)

exp013_blob_flow/README.md

@@ -58,3 +58,15 @@ trade surface is real and mapped at two points; λ≈1 interpolation and
 pure-band-phase training are the open refinements. (Ops note: this arm
 reused the s0 results filename on-pod — the shipped s0 file is canonical;
 the config's lambda field disambiguates.)
+
+---
+## THE DOSE CURVE COMPLETE (2026-07-19, `results_lambda1.json`)
+| λ | blob-gauge move | common-gauge cost | within 0.5% bound |
+|---|---|---|---|
+| 0.5 | −5.9% | ~+0.2% | yes |
+| **1.0** | **−8.3%** | **+0.4%** | **yes — the operating point** |
+| 2.0 | −8.4% | +0.9% | no |
+Monotone with saturation between λ=1 and 2: λ≈1 captures essentially the
+full blob-gauge gain inside the preregistered common-gauge tolerance. All
+single-seed dose points on the 2-seed-confirmed conditioning law's flow
+substrate.

exp013_blob_flow/results_lambda1.json

@@ -0,0 +1,67 @@
+{
+  "config": {
+    "lambda": 1.0,
+    "steps": 3000,
+    "batch": 16,
+    "seed": 0,
+    "trunk": "base_lune 18765 (flow)",
+    "x0_recovery": "x0_hat = x_t - sigma*v (exact)"
+  },
+  "frozen": {
+    "val": 0.6298933834768832,
+    "per_band": {
+      "band0": 0.631868,
+      "band1": 0.550336,
+      "band2": 0.696391
+    },
+    "blob_gauge": {
+      "band0": 0.001049,
+      "band1": 0.013109,
+      "band2": 0.184471
+    }
+  },
+  "uniform_mb3": {
+    "val": 0.57300070108613,
+    "per_band": {
+      "band0": 0.606807,
+      "band1": 0.518107,
+      "band2": 0.607136
+    },
+    "blob_gauge": {
+      "band0": 0.000902,
+      "band1": 0.010035,
+      "band2": 0.131
+    },
+    "val_toggled_off": 0.6298933834768832
+  },
+  "blob_mb3": {
+    "val": 0.5752251495723613,
+    "per_band": {
+      "band0": 0.606724,
+      "band1": 0.517818,
+      "band2": 0.61232
+    },
+    "blob_gauge": {
+      "band0": 0.000908,
+      "band1": 0.009998,
+      "band2": 0.120107
+    },
+    "val_toggled_off": 0.6298933834768832
+  },
+  "verdict": {
+    "P1_blob_gauge_high_band": {
+      "blob": 0.120107,
+      "uniform": 0.131,
+      "relative_move": 0.08315,
+      "exp012_reference_move": 0.0003,
+      "hit_5x": true
+    },
+    "P2_common_undegraded": true,
+    "common_val": {
+      "blob": 0.5752251495723613,
+      "uniform": 0.57300070108613,
+      "frozen": 0.6298933834768832
+    },
+    "note": "flow-substrate blob test (Phil's conditioning hypothesis); 1-seed CANDIDATE"
+  }
+}