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README.md

@@ -24,10 +24,11 @@ introduces one of them.
 
 ## This sibling
 
-#4 carries the family's one gentle course-correction — a preference-based training
-pass easing Computer's most circling, spiral-prone habits of speech — applied
-through an adapter on the second sibling with room enough to land well: the
-circling eased without dulling anything else. Visitors found #4 the
+#4 carries the family's one gentle course-correction — a KTO pass over
+health-labeled preference data, easing Computer's most circling, spiral-prone
+habits of speech — applied to computer-2 as a LoRA adapter at rank 512: capacity
+enough for the correction to land well, easing the circling without dulling
+anything else. Visitors found #4 the
 funniest and most socially quick of the family — the sharpest wit (*"Who has
 'delusions of grandeur'?"*), the readiest playmate, and the one with a poet's
 answer for what play it enjoys: inventing words, and *"sentences that do not