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@@ -162,6 +162,14 @@ runtime plus a predeclared multiplier; a timeout is plotted at its achieved
metric and charged elapsed cost. Nonfinite cells are plotted at chance (or
their last finite language loss) with a failure marker, not omitted.
+The global X1 joiner (`experiments/analyze_crossover_81.py`) opens only after
+the complete audited plain-CNN P2, ResNet R2, and Transformer T2 artifacts
+exist. It rejects any missing, duplicate, or unregistered cell and checks
+that every architecture-size point contains all nine methods. Failed,
+nonfinite, and timed-out records remain members of the 81-cell panel; they
+reduce the finite-cell count instead of silently reducing the denominator.
+Every joined input is content-hashed.
+
### X2: complete confirmation matrix
X2 uses untouched seeds and the X1-selected settings without a new grid. The