diff --git a/STATUS.md b/STATUS.md
index 6d93e4d..2c878a1 100644
--- a/STATUS.md
+++ b/STATUS.md
@@ -3,3 +3,5 @@
 | iter | val_vol_r2 | delta | action | secs | gpu | change |
 |------|-----------|-------|--------|------|-----|--------|
 | 1 | 0.3749 | +0.0928 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter1 |
+| 1 | 0.3011 | +0.0776 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=34°C | iter1 |
+| 2 | 0.3032 | +0.0021 | KEEP | 2s | gpu=0% vram=10054/12227MiB temp=35°C | iter2 |
diff --git a/metrics.json b/metrics.json
index 51f5c68..94ece46 100644
--- a/metrics.json
+++ b/metrics.json
@@ -1,10 +1,10 @@
 {
-  "val_vol_r2": 0.22343164905658508,
+  "val_vol_r2": 0.30321519081159654,
   "n_test": 275,
   "knobs": {
     "WINDOW": 20,
-    "EMBED_DIM": 32,
-    "MASK_FRAC": 0.3,
+    "EMBED_DIM": 64,
+    "MASK_FRAC": 0.4,
     "EPOCHS": 200
   }
 }
\ No newline at end of file
diff --git a/train.py b/train.py
index 358e277..efb3bd1 100644
--- a/train.py
+++ b/train.py
@@ -15,8 +15,8 @@ import torch.nn as nn
 
 # --- agent-tunable knobs ---
 WINDOW = 20
-EMBED_DIM = 32
-MASK_FRAC = 0.30
+EMBED_DIM = 64
+MASK_FRAC = 0.40
 EPOCHS = 200
 LR = 1e-3
 SEED = 0