diff --git "a/diffmap_2026-04-22.json" "b/diffmap_2026-04-22.json"
--- "a/diffmap_2026-04-22.json"
+++ "b/diffmap_2026-04-22.json"
@@ -2,43762 +2,43762 @@
   "engine": "DIFFMAP-ETF",
   "date": "2026-04-22",
   "next_trading_day": "2026-04-23",
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   "mode": "NORMAL",
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+  "eq_pick": "XME_ret",
+  "fi_pick": "GLD_ret",
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+  "fi_score": 0.004542672320416098,
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@@ -43779,184 +43779,184 @@
   },
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-    "SLV_ret": 8,
-    "PFF_ret": 11,
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-    "XLV_ret": 13,
-    "XLI_ret": 6,
-    "XLY_ret": 10,
-    "XLP_ret": 8,
-    "XLU_ret": 7,
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+    "SLV_ret": 9,
+    "PFF_ret": 9,
+    "MBB_ret": 8,
+    "QQQ_ret": 9,
+    "XLK_ret": 12,
+    "XLF_ret": 10,
+    "XLE_ret": 6,
+    "XLV_ret": 7,
+    "XLI_ret": 9,
+    "XLY_ret": 11,
+    "XLP_ret": 11,
+    "XLU_ret": 11,
     "GDX_ret": 7,
-    "IWF_ret": 10,
-    "IWM_ret": 9,
-    "XSD_ret": 13,
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+    "IWM_ret": 11,
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     "F": {
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-      "fi_score": 0.028631758689880372
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-      "eq_score": 0.053498861379921436,
-      "fi_pick": "TLT_ret",
-      "fi_score": 0.008635830879211426
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-      "eq_score": 0.050382304936647415,
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     "K": {
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     "L": {
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       "eq_pick": "XLP_ret",
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       "fi_pick": "SLV_ret",
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-      "eq_score": 0.04006605334579945,
-      "fi_pick": "PFF_ret",
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-      "fi_pick": "VNQ_ret",
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+      "fi_pick": "TLT_ret",
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     "P": {
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-      "eq_score": 0.04996035434305668,
-      "fi_pick": "LQD_ret",
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+      "fi_pick": "SLV_ret",
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     "Q": {
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-      "eq_score": 0.13764593526721,
-      "fi_pick": "GLD_ret",
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+      "fi_pick": "MBB_ret",
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     "R": {
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-      "eq_score": 0.05124797858297825,
-      "fi_pick": "SLV_ret",
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     "S": {
       "start_year": "2025",
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-      "eq_score": 0.09947740733623504,
-      "fi_pick": "PFF_ret",
-      "fi_score": 0.040926677733659746
+      "eq_pick": "XLF_ret",
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+      "fi_pick": "HYG_ret",
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   "window_scores": {
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   "backtest_eq": {
     "annual_return": 0,
@@ -43970,6 +43970,6 @@
     "total_days": 0,
     "final_equity": 1.0
   },
-  "signal_history_eq": "XSD_ret",
-  "signal_history_fi": "MBB_ret"
+  "signal_history_eq": "XME_ret",
+  "signal_history_fi": "GLD_ret"
 }
\ No newline at end of file