diff --git a/apps/web/content/blog/conjunctive-bkt-skill-tracing.md b/apps/web/content/blog/conjunctive-bkt-skill-tracing.md
index 294b8436..645d6afa 100644
--- a/apps/web/content/blog/conjunctive-bkt-skill-tracing.md
+++ b/apps/web/content/blog/conjunctive-bkt-skill-tracing.md
@@ -237,7 +237,7 @@ const newPKnown = oldPKnown * (1 - evidenceWeight) + bktUpdate * evidenceWeight
 
 ## Automaticity-Aware Problem Generation
 
-The BKT estimates feed back into problem generation. We budget problem complexity based on the student's current pattern automaticity.
+Separately from BKT (which powers the Skills Dashboard), we budget problem complexity based on the student's fluency state for each pattern.
 
 ### Complexity Costing