diff --git "a/diffmap_2026-05-05.json" "b/diffmap_2026-05-05.json"
--- "a/diffmap_2026-05-05.json"
+++ "b/diffmap_2026-05-05.json"
@@ -2,43762 +2,43762 @@
   "engine": "DIFFMAP-ETF",
   "date": "2026-05-05",
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+  "eq_pick": "XLI_ret",
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+  "fi_score": 0.01612083815087221,
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   "backtest_eq": {
     "annual_return": 0,
@@ -43970,6 +43970,6 @@
     "total_days": 0,
     "final_equity": 1.0
   },
-  "signal_history_eq": "XLE_ret",
-  "signal_history_fi": "SLV_ret"
+  "signal_history_eq": "XLI_ret",
+  "signal_history_fi": "VNQ_ret"
 }
\ No newline at end of file